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Pluralsight Path. Data Science with Microsoft Azure (2021)

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File Name
Size
scr 2022-08.png
493 kB
~i.txt
4.3 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/exercise.7z
4.3 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/playlist.m3u
2.8 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/~i.txt
1.8 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/1. Course Overview/1. Course Overview.mp4
3.1 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/1. Course Overview/1. Course Overview.vtt
2.4 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/01. What Is Data Science.mp4
4.1 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/01. What Is Data Science.vtt
3.3 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/02. What Is the Project Motivation Factor.mp4
2.7 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/02. What Is the Project Motivation Factor.vtt
2.9 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/03. Hard-skills and Soft-skills.mp4
1.2 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/03. Hard-skills and Soft-skills.vtt
1.8 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/04. Identifying the Hard-skills.mp4
4.9 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/04. Identifying the Hard-skills.vtt
4.6 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/05. Meet the Stereotypical Technical Players.mp4
3.2 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/05. Meet the Stereotypical Technical Players.vtt
3.0 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/06. Identify Your Stakeholders.mp4
3.1 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/06. Identify Your Stakeholders.vtt
2.7 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/07. Selecting the Right Stakeholders.mp4
3.9 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/07. Selecting the Right Stakeholders.vtt
2.7 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/08. Get to Know Your Stakeholders.mp4
1.6 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/08. Get to Know Your Stakeholders.vtt
1.4 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/09. Managing the Initial Stakeholder Engagement.mp4
1.5 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/09. Managing the Initial Stakeholder Engagement.vtt
1.4 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/10. Asking the Right Questions.mp4
2.4 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/10. Asking the Right Questions.vtt
2.5 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/11. Capturing Stakeholders Needs.mp4
1.6 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/11. Capturing Stakeholders Needs.vtt
1.0 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/12. Assessing Stakehoders Needs.mp4
2.6 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/12. Assessing Stakehoders Needs.vtt
1.9 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/13. Accessing the Data.mp4
2.0 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/13. Accessing the Data.vtt
1.8 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/14. Project Gap Analysis.mp4
2.2 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/14. Project Gap Analysis.vtt
2.0 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/15. Present the Proposal.mp4
1.2 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/15. Present the Proposal.vtt
801 B
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/16. Accessing the Teams Reaction.mp4
856 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/16. Accessing the Teams Reaction.vtt
737 B
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/17. Address and Capture Any Concerns.mp4
1.7 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/17. Address and Capture Any Concerns.vtt
1.8 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/18. Establishing Agreement to Proceed the Project Further.mp4
1.8 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/2. Determining if Data Science Is an Appropriate Fit for the Organization/18. Establishing Agreement to Proceed the Project Further.vtt
1.6 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/01. Access the Need of the Project to the Business.mp4
1.2 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/01. Access the Need of the Project to the Business.vtt
1.0 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/02. High Risk Data Science Project Scope.mp4
769 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/02. High Risk Data Science Project Scope.vtt
836 B
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/03. Low Risk Data Science Project Scope.mp4
963 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/03. Low Risk Data Science Project Scope.vtt
807 B
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/04. External vs. Internal Facing Project Scope.mp4
839 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/04. External vs. Internal Facing Project Scope.vtt
878 B
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/05. Defining Business Metrics.mp4
7.3 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/05. Defining Business Metrics.vtt
4.7 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/06. Business Metrics Classifications.mp4
4.0 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/06. Business Metrics Classifications.vtt
3.2 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/07. Managing Technical Metrics.mp4
4.6 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/07. Managing Technical Metrics.vtt
3.4 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/08. Data Science Project Risks.mp4
3.1 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/08. Data Science Project Risks.vtt
3.0 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/09. Data Science Project Lifecycle.mp4
1.9 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/09. Data Science Project Lifecycle.vtt
2.3 kB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/10. Quantifying the Risks for the Data Science Project.mp4
6.8 MB
A1. Analyzing Business Requirements for Data Science (Paul Foran, 2019)/3. Quantifying the Business Problem/10. Quantifying the Risks for the Data Science Project.vtt
4.4 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/exercise.7z
2.3 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/playlist.m3u
1.4 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/~i.txt
1.6 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/1. Course Overview/1. Course Overview.mp4
3.7 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/1. Course Overview/1. Course Overview.vtt
2.4 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/1. The Shared Responsibility Model.mp4
5.4 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/1. The Shared Responsibility Model.vtt
5.6 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/2. Authentication and Authorization on Azure.mp4
7.8 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/2. Authentication and Authorization on Azure.vtt
8.3 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/3. The Key Valet Pattern.mp4
2.5 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/3. The Key Valet Pattern.vtt
2.6 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/4. Access Keys and SAS.mp4
8.9 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/4. Access Keys and SAS.vtt
9.5 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/5. Demo - Working with Tokens.mp4
9.3 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/5. Demo - Working with Tokens.vtt
5.1 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/6. Module Summary.mp4
1.2 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/2. Authentication and Authorization Methods/6. Module Summary.vtt
1.2 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/1. Data Availability Concepts.mp4
5.6 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/1. Data Availability Concepts.vtt
6.2 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/2. Availability on Blob Storage.mp4
4.3 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/2. Availability on Blob Storage.vtt
4.0 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/3. Azure SQL High Availability.mp4
8.8 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/3. Azure SQL High Availability.vtt
9.0 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/4. Azure SQL Datawarehouse Availability.mp4
1.4 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/4. Azure SQL Datawarehouse Availability.vtt
1.6 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/5. Cosmos DB Availability.mp4
5.5 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/5. Cosmos DB Availability.vtt
5.3 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/6. Availability on Other Azure Services.mp4
1.7 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/6. Availability on Other Azure Services.vtt
1.9 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/7. High Quality Datasets.mp4
3.8 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/7. High Quality Datasets.vtt
4.3 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/8. Azure Availability Features.mp4
15 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/8. Azure Availability Features.vtt
7.5 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/9. Module Summary.mp4
1.1 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/3. Determining Data Availability/9. Module Summary.vtt
1.3 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/1. Ethical and Legal Compliance.mp4
6.6 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/1. Ethical and Legal Compliance.vtt
7.5 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/2. Encryption in Azure.mp4
2.1 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/2. Encryption in Azure.vtt
2.1 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/3. Demo - Azure Security, Privacy, and Compliance.mp4
13 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/3. Demo - Azure Security, Privacy, and Compliance.vtt
3.3 kB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/4. Module Summary.mp4
1.2 MB
A2. Understanding Ethical, Legal, and Security Issues in Data Science (Emilio Melo, 2020)/4. Assessing Ethical and Legal Data Compliance/4. Module Summary.vtt
1.5 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/exercise.7z
1.2 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/playlist.m3u
1.8 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/~i.txt
1.9 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/1. Course Overview/1. Course Overview.mp4
2.5 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/1. Course Overview/1. Course Overview.vtt
1.9 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/1. Overview.mp4
1.4 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/1. Overview.vtt
1.4 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/2. The Use Case - Media Insights Solution.mp4
2.7 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/2. The Use Case - Media Insights Solution.vtt
2.8 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/3. Available Data Sources.mp4
2.7 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/3. Available Data Sources.vtt
2.3 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/4. Bring in the SME.mp4
2.1 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/4. Bring in the SME.vtt
1.8 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/5. Exploratory Data Analysis Tools.mp4
1.8 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/5. Exploratory Data Analysis Tools.vtt
2.0 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/6. The Format of the Data.mp4
2.7 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/6. The Format of the Data.vtt
2.7 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/7. Summary.mp4
1.5 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/2. Reviewing Available Data with Stakeholders/7. Summary.vtt
1.5 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/1. Overview.mp4
1.3 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/1. Overview.vtt
1.1 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/2. The Problem with the Internal Data.mp4
2.5 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/2. The Problem with the Internal Data.vtt
2.2 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/3. Your New Data Broker.mp4
2.9 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/3. Your New Data Broker.vtt
2.5 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/4. The Budget Barrier and Solution.mp4
3.3 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/4. The Budget Barrier and Solution.vtt
2.7 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/5. Personally Identifiable Information (PII).mp4
3.4 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/5. Personally Identifiable Information (PII).vtt
3.1 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/6. Ethical and Legal Barriers to Data Use.mp4
2.9 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/6. Ethical and Legal Barriers to Data Use.vtt
2.3 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/7. Summary.mp4
1.4 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/3. Communicating Barriers to Data Access to Stakeholders/7. Summary.vtt
1.4 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/1. Overview.mp4
1.6 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/1. Overview.vtt
1.5 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/2. A New Problem to Be Solved.mp4
3.3 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/2. A New Problem to Be Solved.vtt
2.9 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/3. Synthetic Training Data.mp4
5.3 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/3. Synthetic Training Data.vtt
4.9 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/4. The Complete Media Insights Solution.mp4
3.3 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/4. The Complete Media Insights Solution.vtt
3.0 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/5. Testing for Validity.mp4
3.3 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/5. Testing for Validity.vtt
2.7 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/6. Correlation vs. Causation.mp4
3.7 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/6. Correlation vs. Causation.vtt
3.0 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/7. The Big Ask.mp4
2.2 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/7. The Big Ask.vtt
2.1 kB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/8. Summary.mp4
1.6 MB
A3. Communicating Expectations to the Business (Benjamin Culbertson, 2019)/4. Recommending Next Steps Based on Available Data/8. Summary.vtt
1.6 kB
B1. Representing, Processing, and Preparing Data (Janani Ravi, 2019)/~i.txt
2.2 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/exercise.7z
8.9 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/playlist.m3u
1007 B
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/~i.txt
1.4 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/1. Course Overview/1. Course Overview.mp4
2.8 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/1. Course Overview/1. Course Overview.vtt
2.1 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/1. Intro.mp4
1.9 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/1. Intro.vtt
2.0 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/2. Data.mp4
14 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/2. Data.vtt
17 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/3. Discovering Data.mp4
7.5 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/3. Discovering Data.vtt
9.5 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/4. Azure Data Catalog.mp4
9.1 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/4. Azure Data Catalog.vtt
12 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/5. Azure Data Catalog Demo.mp4
11 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/5. Azure Data Catalog Demo.vtt
5.7 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/6. Azure Open Datasets.mp4
2.4 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/6. Azure Open Datasets.vtt
3.1 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/7. Azure Open Datasets Demo.mp4
9.5 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Identifying Potential Data Sources/7. Azure Open Datasets Demo.vtt
2.9 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/1. Intro.mp4
982 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/1. Intro.vtt
1.1 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/2. Extracting and Loading.mp4
8.2 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/2. Extracting and Loading.vtt
10 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/3. Azure Data Factory.mp4
7.7 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/3. Azure Data Factory.vtt
9.9 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/4. Azure Data Factory Demo.mp4
21 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/4. Azure Data Factory Demo.vtt
11 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/5. HD Insights.mp4
6.3 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/5. HD Insights.vtt
7.4 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/6. HD Insights Demo.mp4
33 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/6. HD Insights Demo.vtt
8.8 kB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/7. Review.mp4
1.5 MB
B2. Sourcing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Extracting and Loading Data into an Azure Workflow/7. Review.vtt
1.7 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/exercise.7z
6.8 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/playlist.m3u
820 B
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/~i.txt
1.4 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/1. Course Overview/1. Course Overview.mp4
3.0 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/1. Course Overview/1. Course Overview.vtt
1.8 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/1. Intro.mp4
1.5 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/1. Intro.vtt
1.8 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/2. Data Structures.mp4
15 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/2. Data Structures.vtt
19 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/3. R Demo.mp4
17 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/3. R Demo.vtt
6.4 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/4. Python Demo.mp4
16 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/4. Python Demo.vtt
7.8 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/5. Large Data Sets.mp4
8.7 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/5. Large Data Sets.vtt
11 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/6. SQL Data Sampling.mp4
8.4 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/6. SQL Data Sampling.vtt
4.3 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/7. Bad Data.mp4
11 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/7. Bad Data.vtt
13 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/8. Handling Bad Data.mp4
6.6 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/8. Handling Bad Data.vtt
4.3 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/9. Review.mp4
793 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/2. Transforming Data into Usable Datasets/9. Review.vtt
1013 B
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/1. Intro.mp4
669 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/1. Intro.vtt
913 B
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/2. Aggregation.mp4
6.9 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/2. Aggregation.vtt
8.7 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/3. Azure Notebooks Demo.mp4
6.8 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/3. Azure Notebooks Demo.vtt
3.7 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/4. Data Labeling.mp4
6.0 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/4. Data Labeling.vtt
6.6 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/5. Multiple Data Sets.mp4
3.0 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/5. Multiple Data Sets.vtt
4.1 kB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/6. Review.mp4
1.4 MB
B3. Cleaning and Preparing Data in Microsoft Azure (Jared Rhodes, 2019)/3. Wrangling Data/6. Review.vtt
1.8 kB
B4. Combining and Shaping Data (Janani Ravi, 2020)/~i.txt
2.1 kB
C1. Summarizing Data and Deducing Probabilities (Janani Ravi, 2021)/~i.txt
2.3 kB
C2. Experimental Design for Data Analysis (Janani Ravi, 2019)/~i.txt
2.4 kB
C3. Interpreting Data with Statistical Models (Axel Sirota, 2020)/~i.txt
1.7 kB
C4. Interpreting Data with Advanced Statistical Models (Axel Sirota, 2019)/~i.txt
1.7 kB
C5. Communicating Data Insights (Janani Ravi, 2020)/~i.txt
2.0 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/exercise.7z
1.1 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/playlist.m3u
997 B
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/~i.txt
1.6 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/1. Course Overview/1. Course Overview.mp4
3.2 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/1. Course Overview/1. Course Overview.vtt
1.5 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/1. Introduction.mp4
1.9 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/1. Introduction.vtt
2.3 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/2. Introduction to Data Science.mp4
12 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/2. Introduction to Data Science.vtt
16 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/3. Identifying Constraints.mp4
8.7 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/3. Identifying Constraints.vtt
11 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/4. Tools.mp4
23 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/2. Determining Which Tools to Use/4. Tools.vtt
31 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/1. Introduction.mp4
1015 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/1. Introduction.vtt
1.2 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/2. Provisioning an Environment.mp4
11 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/2. Provisioning an Environment.vtt
12 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/3. Creating a DSVM.mp4
10 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/3. Creating a DSVM.vtt
4.2 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/4. Version Management.mp4
4.2 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/4. Version Management.vtt
4.9 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/5. Environment Management.mp4
4.5 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/3. Setting up a Development Environment/5. Environment Management.vtt
5.9 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/1. Overview.mp4
1.1 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/1. Overview.vtt
1.5 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/2. Running a Test Experiment.mp4
7.4 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/2. Running a Test Experiment.vtt
8.2 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/3. Iris Demo.mp4
21 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/3. Iris Demo.vtt
7.7 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/4. Saving Work.mp4
6.5 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/4. Saving Work.vtt
7.0 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/5. Azure Backup Services Demo.mp4
14 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/5. Azure Backup Services Demo.vtt
5.3 kB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/6. Course Review.mp4
1.7 MB
D1. Building Your First Data Science Project in Microsoft Azure (Jared Rhodes, 2020)/4. Using the New Development Environment/6. Course Review.vtt
2.3 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/exercise.7z
7.1 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/playlist.m3u
2.8 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/~i.txt
2.1 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/1. Course Overview/1. Course Overview.mp4
4.6 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/1. Course Overview/1. Course Overview.vtt
2.4 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/1. Module Overview.mp4
4.6 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/1. Module Overview.vtt
4.5 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/2. Data Science Overview.mp4
5.8 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/2. Data Science Overview.vtt
3.9 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/3. Data Exploration and Visualization.mp4
6.8 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/3. Data Exploration and Visualization.vtt
4.9 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/4. Data Exploration in Azure (ADX).mp4
6.7 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/4. Data Exploration in Azure (ADX).vtt
5.0 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/5. Azure Data Explorer Features.mp4
2.8 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/5. Azure Data Explorer Features.vtt
2.5 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/6. Azure Data Explorer Capabilities.mp4
6.8 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/6. Azure Data Explorer Capabilities.vtt
6.9 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/7. ADX Pricing.mp4
3.2 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/7. ADX Pricing.vtt
1.7 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/8. Summary.mp4
1.1 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/2. Azure Data Explorer (ADX) Overview/8. Summary.vtt
1.0 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/1. Module Overview.mp4
1.1 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/1. Module Overview.vtt
1.0 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/2. Demo - Create ADX Cluster Using Azure Portal.mp4
11 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/2. Demo - Create ADX Cluster Using Azure Portal.vtt
5.5 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/3. Create ADX Cluster Using PowerShell.mp4
12 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/3. Create ADX Cluster Using PowerShell.vtt
7.1 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/4. Demo - Create ADX Cluster Using PowerShell.mp4
20 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/4. Demo - Create ADX Cluster Using PowerShell.vtt
9.9 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/5. Create ADX Cluster Using Command Line Interface.mp4
5.3 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/5. Create ADX Cluster Using Command Line Interface.vtt
3.4 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/6. Demo - Create ADX Cluster Using Command Line Interface.mp4
11 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/6. Demo - Create ADX Cluster Using Command Line Interface.vtt
6.4 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/7. Summary.mp4
1.2 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/3. Building the ADX Environment/7. Summary.vtt
984 B
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/1. Module Overview.mp4
2.1 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/1. Module Overview.vtt
1.8 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/2. Understanding the Kusto Query Language (KQL).mp4
4.5 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/2. Understanding the Kusto Query Language (KQL).vtt
3.5 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/3. Schema Mapping in KQL.mp4
1.3 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/3. Schema Mapping in KQL.vtt
1.1 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/4. Available KQL Demo Platforms.mp4
1.5 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/4. Available KQL Demo Platforms.vtt
1.3 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/5. Demo - Working with KQL - Basic.mp4
37 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/5. Demo - Working with KQL - Basic.vtt
18 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/6. Demo - Working with KQL - Timeseries.mp4
42 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/6. Demo - Working with KQL - Timeseries.vtt
18 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/7. Demo - Data Obfuscation in KQL.mp4
19 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/7. Demo - Data Obfuscation in KQL.vtt
7.8 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/8. Demo - Data Sharing and Visualization Using Power BI.mp4
20 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/8. Demo - Data Sharing and Visualization Using Power BI.vtt
8.7 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/9. Summary.mp4
1.5 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/4. Using the Kusto Query Language (KQL)/9. Summary.vtt
1.1 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/1. Module Overview.mp4
1.1 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/1. Module Overview.vtt
969 B
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/2. KQL Schema Mapping for Data Ingestion.mp4
5.5 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/2. KQL Schema Mapping for Data Ingestion.vtt
4.3 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/3. Data Ingestion in Azure.mp4
3.0 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/3. Data Ingestion in Azure.vtt
2.7 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/4. EventHubs Overview.mp4
1.7 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/4. EventHubs Overview.vtt
1.4 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/5. EventGrids Overview.mp4
3.1 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/5. EventGrids Overview.vtt
2.6 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/6. Demo - Data Ingestion Using EventHubs and .Net Custom Code.mp4
35 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/6. Demo - Data Ingestion Using EventHubs and .Net Custom Code.vtt
12 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/7. Demo - Data Ingestion Using EventGrids and Blob Storage.mp4
21 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/7. Demo - Data Ingestion Using EventGrids and Blob Storage.vtt
9.4 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/8. Summary.mp4
1.4 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/5. Data Ingestion for ADX/8. Summary.vtt
1.3 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/6. Managing Azure Data Explorer/1. Module Overview.mp4
1.8 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/6. Managing Azure Data Explorer/1. Module Overview.vtt
1.8 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/6. Managing Azure Data Explorer/2. Managing ADX Database Permissions.mp4
3.7 MB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/6. Managing Azure Data Explorer/2. Managing ADX Database Permissions.vtt
2.4 kB
D2. Exploring Data in Microsoft Azure Using Kusto Query Language and Azure Data Explorer (Neeraj Kumar, 2019)/6. Managing Azure Data Explorer/3. ADX Health and Performance Monitoring.mp4
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E1. Preparing Data for Feature Engineering and Machine Learning in Microsoft Azure (Ravikiran Srinivasulu, 2019)/8. Identify Data-level Issues In Machine Learning Models/6. Outliers in Regression Models.vtt
3.7 kB
E1. Preparing Data for Feature Engineering and Machine Learning in Microsoft Azure (Ravikiran Srinivasulu, 2019)/8. Identify Data-level Issues In Machine Learning Models/7. Problem with High-dimensional Datasets.mp4
4.0 MB
E1. Preparing Data for Feature Engineering and Machine Learning in Microsoft Azure (Ravikiran Srinivasulu, 2019)/8. Identify Data-level Issues In Machine Learning Models/7. Problem with High-dimensional Datasets.vtt
3.6 kB
E1. Preparing Data for Feature Engineering and Machine Learning in Microsoft Azure (Ravikiran Srinivasulu, 2019)/8. Identify Data-level Issues In Machine Learning Models/8. Summary.mp4
1.3 MB
E1. Preparing Data for Feature Engineering and Machine Learning in Microsoft Azure (Ravikiran Srinivasulu, 2019)/8. Identify Data-level Issues In Machine Learning Models/8. Summary.vtt
1.2 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/exercise.7z
3.6 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/playlist.m3u
2.6 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/~i.txt
1.7 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/1. Course Overview/1. Course Overview.mp4
3.7 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/1. Course Overview/1. Course Overview.vtt
3.3 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/01. Module Overview.mp4
3.2 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/01. Module Overview.vtt
3.9 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/02. Is This Course for You.mp4
2.2 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/02. Is This Course for You.vtt
2.7 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/03. Skills Recommended for This Course.mp4
1.7 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/03. Skills Recommended for This Course.vtt
2.4 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/04. Measures of Central Tendency.mp4
2.3 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/04. Measures of Central Tendency.vtt
2.7 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/05. Measures of Variability.mp4
3.6 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/05. Measures of Variability.vtt
4.5 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/06. Modality and Skewness.mp4
3.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/06. Modality and Skewness.vtt
4.0 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/07. Kurtosis.mp4
1.6 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/07. Kurtosis.vtt
2.3 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/08. Gaussian Distributions.mp4
9.5 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/08. Gaussian Distributions.vtt
7.8 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/09. Calculating the Mean, Median, and Mode.mp4
6.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/09. Calculating the Mean, Median, and Mode.vtt
5.4 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/10. Summary.mp4
3.5 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/2. Setting the Stage/10. Summary.vtt
4.1 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/1. Introduction.mp4
1.7 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/1. Introduction.vtt
2.2 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/2. Machine Learning Process Distilled.mp4
4.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/2. Machine Learning Process Distilled.vtt
5.6 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/3. Outlier Detection and Imputation.mp4
3.0 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/3. Outlier Detection and Imputation.vtt
4.3 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/4. Demo - Outlier Detection in Python.mp4
12 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/4. Demo - Outlier Detection in Python.vtt
9.5 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/5. Demo - Imputation in Python.mp4
7.6 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/5. Demo - Imputation in Python.vtt
4.5 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/6. Standardization and Normalization.mp4
2.7 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/6. Standardization and Normalization.vtt
2.8 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/7. Demo - Normalize and Standardize in Python.mp4
2.4 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/7. Demo - Normalize and Standardize in Python.vtt
2.2 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/8. Summary.mp4
1.7 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/3. Approaching Normalization and Standardization/8. Summary.vtt
2.1 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/01. Module Overview.mp4
2.4 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/01. Module Overview.vtt
2.8 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/02. Common Scaling Approaches.mp4
3.2 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/02. Common Scaling Approaches.vtt
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E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/03. Demo - Common Scaling Approaches.mp4
6.2 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/03. Demo - Common Scaling Approaches.vtt
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E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/04. Binning.mp4
2.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/04. Binning.vtt
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E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/05. Demo - Binning.mp4
3.3 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/05. Demo - Binning.vtt
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E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/06. Heteroscedasticity.mp4
1.5 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/06. Heteroscedasticity.vtt
1.9 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/07. Demo - Correcting Heteroscedasticity.mp4
4.0 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/07. Demo - Correcting Heteroscedasticity.vtt
3.1 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/08. Z-score.mp4
1.9 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/08. Z-score.vtt
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E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/09. Demo - Z-score.mp4
4.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/09. Demo - Z-score.vtt
3.4 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/10. Summary.mp4
2.6 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/4. Defining Normalization and Standardization Techniques/10. Summary.vtt
2.9 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/1. Module Overview.mp4
1.9 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/1. Module Overview.vtt
2.2 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/2. Data Types in Statistics.mp4
1.7 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/2. Data Types in Statistics.vtt
2.2 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/3. Data Measurement Scales.mp4
4.2 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/3. Data Measurement Scales.vtt
5.0 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/4. Problems with Categorical Data.mp4
2.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/4. Problems with Categorical Data.vtt
2.2 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/5. One-hot Encoding.mp4
1.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/5. One-hot Encoding.vtt
1.4 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/6. Demo - Label and One-hot Encoding.mp4
3.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/6. Demo - Label and One-hot Encoding.vtt
2.9 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/7. Demo - Label Encoding and XGBoost.mp4
4.3 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/7. Demo - Label Encoding and XGBoost.vtt
3.3 kB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/8. Summary.mp4
2.1 MB
E2. Building Features from Nominal and Numeric Data in Microsoft Azure (Mike West, 2019)/5. Leveraging Nominal Data in Machine Learning/8. Summary.vtt
2.8 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/exercise.7z
11 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/playlist.m3u
2.2 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/~i.txt
1.6 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/1. Course Overview/1. Course Overview.mp4
2.9 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/1. Course Overview/1. Course Overview.vtt
1.9 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/1. Exploring Your Dataset for Feature Selection and Extraction.mp4
3.5 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/1. Exploring Your Dataset for Feature Selection and Extraction.vtt
2.4 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/2. What Is a Feature in Machine Learning.mp4
9.8 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/2. What Is a Feature in Machine Learning.vtt
6.0 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/3. Exploring Your Data and Identifying the Distribution of Your Da.mp4
6.3 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/3. Exploring Your Data and Identifying the Distribution of Your Da.vtt
6.7 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/4. Determining the Feature Structure Appropriate for the Algorithm.mp4
3.4 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/4. Determining the Feature Structure Appropriate for the Algorithm.vtt
2.2 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/5. Dataset Exploration Demo.mp4
13 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/5. Dataset Exploration Demo.vtt
6.7 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/6. Takeaway.mp4
1.4 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/2. Exploring Your Dataset for Feature Selection and Extraction/6. Takeaway.vtt
1.4 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/1. What Is Feature Extraction.mp4
2.1 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/1. What Is Feature Extraction.vtt
1.9 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/2. Performing Feature Extraction.mp4
15 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/2. Performing Feature Extraction.vtt
11 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/3. Creating and Using Feature Extraction Algorithms.mp4
3.3 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/3. Creating and Using Feature Extraction Algorithms.vtt
3.1 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/4. Performing Feature Extraction on Unstructured Text.mp4
17 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/4. Performing Feature Extraction on Unstructured Text.vtt
7.7 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/5. Demo - Human Face or Not Human Face.mp4
14 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/5. Demo - Human Face or Not Human Face.vtt
7.4 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/6. Takeaway.mp4
824 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/3. Performing Feature Extraction/6. Takeaway.vtt
853 B
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/1. Performing Feature Normalization.mp4
5.0 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/1. Performing Feature Normalization.vtt
1.5 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/2. Understanding Feature Normalization.mp4
2.8 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/2. Understanding Feature Normalization.vtt
2.8 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/3. Clip Values Demo.mp4
8.9 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/3. Clip Values Demo.vtt
4.4 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/4. Group Data into Bins Demo.mp4
7.6 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/4. Group Data into Bins Demo.vtt
4.3 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/5. Normalize Data Demo.mp4
9.4 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/5. Normalize Data Demo.vtt
3.2 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/6. Principal Component Analysis Demo.mp4
7.7 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/6. Principal Component Analysis Demo.vtt
3.7 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/7. Encoding Features Demo.mp4
9.5 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/7. Encoding Features Demo.vtt
5.0 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/8. Takeaway.mp4
1.3 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/4. Performing Feature Normalization/8. Takeaway.vtt
1.3 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/1. Performing Feature Selection.mp4
2.3 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/1. Performing Feature Selection.vtt
2.6 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/2. Understanding Feature Selection.mp4
2.5 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/2. Understanding Feature Selection.vtt
2.6 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/3. Fliter Based Feature Selection Demo.mp4
6.9 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/3. Fliter Based Feature Selection Demo.vtt
3.7 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/4. Fisher Linear Discriminant Analysis Demo.mp4
13 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/4. Fisher Linear Discriminant Analysis Demo.vtt
7.9 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/5. Permutation Feature Importance Demo.mp4
8.3 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/5. Permutation Feature Importance Demo.vtt
5.2 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/6. Compute Linear Correlation Demo.mp4
13 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/6. Compute Linear Correlation Demo.vtt
6.5 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/7. Takeaway.mp4
1.7 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/5. Performing Feature Selection/7. Takeaway.vtt
1.8 kB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/6. Final Takeaway/1. Final Takeaway.mp4
2.5 MB
E3. Feature Selection and Extraction in Microsoft Azure (Xavier Morera, 2019)/6. Final Takeaway/1. Final Takeaway.vtt
2.7 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/exercise.7z
3.8 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/playlist.m3u
3.5 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/~i.txt
2.0 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/1. Course Overview/1. Course Overview.mp4
3.4 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/1. Course Overview/1. Course Overview.vtt
2.7 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/01. Module Overview.mp4
3.5 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/01. Module Overview.vtt
3.4 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/02. Prerequisites.mp4
4.4 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/02. Prerequisites.vtt
4.3 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/03. Demo - Configure AMLS.mp4
9.4 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/03. Demo - Configure AMLS.vtt
5.5 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/04. Preprocessing and NLP.mp4
3.0 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/04. Preprocessing and NLP.vtt
3.0 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/05. Tokenization and Cleaning.mp4
5.3 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/05. Tokenization and Cleaning.vtt
4.8 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/06. Demo - Sentence and Word Tokenization.mp4
7.8 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/06. Demo - Sentence and Word Tokenization.vtt
5.4 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/07. Demo - NLTK Tokenizers.mp4
8.5 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/07. Demo - NLTK Tokenizers.vtt
4.4 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/08. Demo - Token Cleaning.mp4
3.4 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/08. Demo - Token Cleaning.vtt
2.3 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/09. Stopword Removal.mp4
2.1 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/09. Stopword Removal.vtt
1.5 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/10. Demo - Stopword Removal.mp4
10 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/10. Demo - Stopword Removal.vtt
6.1 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/11. Frequency Filtering.mp4
1.9 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/11. Frequency Filtering.vtt
1.8 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/12. Demo - Frequency Filtering.mp4
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/12. Demo - Frequency Filtering.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/13. Stemming.mp4
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/13. Stemming.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/14. Demo - Stemming.mp4
5.1 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/14. Demo - Stemming.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/15. Parts-of-speech Tagging.mp4
2.0 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/15. Parts-of-speech Tagging.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/16. Demo - Parts-of-speech.mp4
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/16. Demo - Parts-of-speech.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/17. Lemmatization.mp4
2.1 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/17. Lemmatization.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/18. Demo - Lemmatization.mp4
4.3 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/18. Demo - Lemmatization.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/19. N-grams.mp4
2.9 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/19. N-grams.vtt
2.8 kB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/20. Demo - N-grams.mp4
7.0 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/20. Demo - N-grams.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/21. Module Summary.mp4
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/2. Processing and Simplifying Text to Simplify Feature Creation/21. Module Summary.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/01. Module Overview.mp4
3.2 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/01. Module Overview.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/02. Encoding Text as Numbers.mp4
6.1 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/02. Encoding Text as Numbers.vtt
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8.2 MB
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7.0 MB
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2.9 MB
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/07. Demo - TF-IDF Encoding.mp4
7.9 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/07. Demo - TF-IDF Encoding.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/08. Word Embeddings.mp4
4.5 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/08. Word Embeddings.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/09. Demo - Word Embeddings Using Word2Vec.mp4
9.5 MB
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6.0 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/10. Feature Hashing.vtt
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11 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/11. Demo - The Hashing Trick.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/12. Locality-sensitive Hashing.mp4
4.7 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/12. Locality-sensitive Hashing.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/13. Demo - Locality-sensitive Hashing.mp4
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/13. Demo - Locality-sensitive Hashing.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/14. BERT.mp4
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/14. BERT.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/15. Demo - Word Embeddings with BERT on AMLS.mp4
17 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/15. Demo - Word Embeddings with BERT on AMLS.vtt
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E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/16. Summary.mp4
2.3 MB
E4. Building Features from Text Data in Microsoft Azure (Michael Heydt, 2019)/3. Building Features Around Text Data for Use in Machine Learning Models/16. Summary.vtt
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/exercise.7z
44 MB
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3.1 MB
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/1. Overview.mp4
2.2 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/1. Overview.vtt
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/2. Introduction to Computer Vision.mp4
12 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/2. Introduction to Computer Vision.vtt
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/3. Approaches to Computer Vision.mp4
8.6 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/3. Approaches to Computer Vision.vtt
10 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/4. Azure Services for Computer Vision.mp4
7.7 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/4. Azure Services for Computer Vision.vtt
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/5. Launching a Notebook Instance.mp4
13 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/5. Launching a Notebook Instance.vtt
7.0 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/6. Summary.mp4
1.7 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/2. Exploring Computer Vision on Azure/6. Summary.vtt
2.0 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/1. Overview.mp4
1.7 MB
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2.0 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/2. Image Processing Techniques.mp4
10 MB
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9.9 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/3. SIFT Introduction.mp4
14 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/3. SIFT Introduction.vtt
14 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/4. Extracting and Matching Features with SIFT.mp4
35 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/4. Extracting and Matching Features with SIFT.vtt
18 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/5. HOG Introduction.mp4
17 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/5. HOG Introduction.vtt
12 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/6. Extracting and Matching Features with HOG.mp4
27 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/6. Extracting and Matching Features with HOG.vtt
10 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/7. Summary.mp4
1.5 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/3. Utilizing the SIFT and HOG Algorithms for Feature Detection/7. Summary.vtt
2.0 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/1. Overview (1).vtt
2.1 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/1. Overview.mp4
1.9 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/1. Overview.vtt
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/2. Neural Network Overview.mp4
9.4 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/2. Neural Network Overview.vtt
12 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/3. Convolutional Neural Network Overview.mp4
12 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/3. Convolutional Neural Network Overview.vtt
14 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/4. Working with MNIST.mp4
20 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/4. Working with MNIST.vtt
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E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/5. Creating a CNN for Classification.mp4
23 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/5. Creating a CNN for Classification.vtt
13 kB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/6. Summary.mp4
1.6 MB
E5. Building Features for Computer Vision in Microsoft Azure (David Tucker, 2020)/4. Leveraging Convolutional Neural Networks for Feature Extraction/6. Summary.vtt
1.8 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/exercise.7z
6.6 MB
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2.5 MB
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1.8 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/1. Introduction and Module Overview.mp4
7.9 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/1. Introduction and Module Overview.vtt
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/2. Feature Set Complexity.mp4
2.6 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/2. Feature Set Complexity.vtt
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/3. Sources of Model Error.mp4
4.5 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/3. Sources of Model Error.vtt
3.4 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/4. Measuring and Detecting Problems Due to Feature Set Complexity.mp4
3.9 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/4. Measuring and Detecting Problems Due to Feature Set Complexity.vtt
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/5. How Feature Set Complexity Impacts Model Interpretability.mp4
7.4 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/5. How Feature Set Complexity Impacts Model Interpretability.vtt
5.8 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/6. Demo.mp4
18 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/6. Demo.vtt
7.4 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/7. Summary.mp4
1.8 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/2. Understanding How Feature Set Complexity Impacts Model Quality/7. Summary.vtt
1.3 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/1. Introduction and Module Overview.mp4
4.8 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/1. Introduction and Module Overview.vtt
3.6 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/2. Reasons For Feature Elimination.mp4
2.0 MB
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6.1 MB
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4.5 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/4. How Statistical Tests Work.mp4
6.4 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/4. How Statistical Tests Work.vtt
4.4 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/5. Bivariate Techniques.mp4
7.4 MB
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5.2 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/6. Multivariate Techniques.mp4
4.7 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/6. Multivariate Techniques.vtt
3.2 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/7. Demo.mp4
13 MB
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4.4 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/8. Summary.mp4
1.6 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/3. Applying Criteria-based Feature Reduction Techniques/8. Summary.vtt
1.2 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/1. Introduction and Module Overview.mp4
4.8 MB
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3.4 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/2. PCA.mp4
4.9 MB
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/3. How PCA Works.mp4
19 MB
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13 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/4. KPCA.mp4
5.5 MB
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4.3 MB
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3.6 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/6. Demo.mp4
9.4 MB
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/7. Summary.mp4
2.5 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/4. Using Principal Component Analysis to Reduce Numeric Feature Sets/7. Summary.vtt
1.9 kB
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2.4 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/1. Introduction and Module Overview.vtt
1.9 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/2. How Can You Process Categorical or Text Feature Sets.mp4
7.3 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/2. How Can You Process Categorical or Text Feature Sets.vtt
5.3 kB
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9.0 MB
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5.2 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/4. Dictionary Learning.vtt
3.7 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/5. t-SNE.mp4
3.4 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/5. t-SNE.vtt
2.0 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/6. Demo.mp4
8.5 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/6. Demo.vtt
3.6 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/7. Summary.mp4
1.5 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/5. Processing Categorical or Text Feature Sets/7. Summary.vtt
1.0 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/1. Introduction and Module Overview.mp4
2.6 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/1. Introduction and Module Overview.vtt
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/2. k-means Model Stacking.mp4
4.0 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/2. k-means Model Stacking.vtt
2.9 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/3. How k-means Works.mp4
6.3 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/3. How k-means Works.vtt
4.1 kB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/4. Autoencoders.mp4
5.6 MB
E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/4. Autoencoders.vtt
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E6. Reducing Complexity in Data in Microsoft Azure (Steph Locke, 2019)/6. Going beyond PCA to Reduce Complexity in Numeric Feature Sets/5. Manifold Learning.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/2. Understanding Azure Machine Learning service/2. Creating and Deleting Workspace.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/2. Understanding Azure Machine Learning service/3. Setting up Environments.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/2. Understanding Azure Machine Learning service/3. Setting up Environments.vtt
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/3. Import and Prepare Data for Modeling/1. Creating and Registering Microsoft AzureML Datastore.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/3. Import and Prepare Data for Modeling/3. Microsoft AzureML Datasets.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/4. Training, Tracking, and Monitoring a Model/1. Setting up Compute Target.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/4. Training, Tracking, and Monitoring a Model/2. Metrics Logging in AzureML.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/4. Training, Tracking, and Monitoring a Model/3. Setting up Run Object.mp4
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F1. Developing Models in Microsoft Azure (Saravanan Dhandapani, 2020)/5. Tuning Hyperparameters and AutoML/3. Automated Machine Learning Experiment Using Python SDK.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/exercise.7z
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/2. Evaluating Model Effectiveness/3. Scoring and Evaluating an Azure ML Pipeline.vtt
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/2. Evaluating Model Effectiveness/4. Demo - Inspecting an Azure ML Pipeline.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/3. Improving Model Performance/4. Demo - Creating an Automated ML Experiment.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/3. Improving Model Performance/5. Demo - Interpreting the Experiment Results.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/3. Improving Model Performance/6. Summary.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/4. Assessing Model Explainability/1. Overview.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/4. Assessing Model Explainability/3. Unintended Bias and Interpretability.mp4
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/4. Assessing Model Explainability/4. Setting Up an Experiment in a Jupyter Notebook.mp4
12 MB
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/4. Assessing Model Explainability/5. Demo - Touring the Azure Python Interpretability SDK.mp4
14 MB
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F2. Evaluating Model Effectiveness in Microsoft Azure (Tim Warner, 2019)/4. Assessing Model Explainability/6. Summary.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/exercise.7z
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/1. Intro.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/2. Azure Machine Learning.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/3. Creating Azure Machine Learning.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/3. Creating Azure Machine Learning.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/5. Creating and Deploying.mp4
37 MB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/5. Creating and Deploying.vtt
18 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/6. Review.mp4
641 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/2. Deploying a Machine Learning Model/6. Review.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/1. Intro.mp4
767 kB
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/2. Tracking Models.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/2. Tracking Models.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/3. Continuous Deployment.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/3. Continuous Deployment.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/4. Creating Pipelines.mp4
49 MB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/4. Creating Pipelines.vtt
22 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/5. Review.mp4
538 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/3. Using Continuous Integration and Continuous Deployment/5. Review.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/1. Intro.mp4
700 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/1. Intro.vtt
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/2. Performance Analytics.mp4
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1.5 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/3. Long Term Planning.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/3. Long Term Planning.vtt
3.8 kB
F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/4. Application Insights.mp4
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F3. Deploying and Managing Models in Microsoft Azure (Jared Rhodes, 2020)/4. Managing a Models Lifecycle/5. Review.mp4
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1.5 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/exercise.7z
1.9 MB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/playlist.m3u
2.1 kB
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F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/1. Course Overview/1. Course Overview.mp4
3.7 MB
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F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/1. Module Overview.mp4
3.8 MB
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8.2 MB
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5.6 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/3. Understanding the Modeling Process.mp4
5.6 MB
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4.9 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/4. Model Training.mp4
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3.2 kB
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4.5 MB
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3.6 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/6. Microsofts Team Data Science Process.mp4
8.4 MB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/6. Microsofts Team Data Science Process.vtt
5.1 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/7. Data Science Services and Tools in Azure.mp4
3.3 MB
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3.1 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/8. Specialized Roles in Data Science.mp4
3.5 MB
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3.4 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/2. Setting the Stage/9. Summary.mp4
1.4 MB
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1.3 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/1. Module Overview.mp4
1.7 MB
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1.5 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/2. Understanding the Azure Databricks Ecosystem.mp4
7.3 MB
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4.7 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/3. Understanding Apache Spark and Notebook.mp4
9.5 MB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/3. Understanding Apache Spark and Notebook.vtt
6.1 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/4. Demo - Configuring and Working with Azure Databricks.mp4
28 MB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/4. Demo - Configuring and Working with Azure Databricks.vtt
15 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/5. Demo - Azure Databricks with Azure Data Lake Storage Gen2.mp4
60 MB
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23 kB
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26 MB
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F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/3. Working with Azure Databricks/8. Summary.mp4
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F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/4. Model Evaluation and Summarizing Results/4. Demo - Create Model and Perform Predictive Analytics Part 1.mp4
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24 MB
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11 kB
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33 MB
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14 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/4. Model Evaluation and Summarizing Results/7. Summary.mp4
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F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/5. Reviewing Results with Stakeholders/1. Module Overview.mp4
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23 MB
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10 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/5. Reviewing Results with Stakeholders/4. Demo - Communicating Insights using MatPlotLib.mp4
28 MB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/5. Reviewing Results with Stakeholders/4. Demo - Communicating Insights using MatPlotLib.vtt
12 kB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/5. Reviewing Results with Stakeholders/5. Summary.mp4
2.2 MB
F4. Communicating Insights from Microsoft Azure to the Business (Neeraj Kumar, 2020)/5. Reviewing Results with Stakeholders/5. Summary.vtt
1.8 kB