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[DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

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File Name
Size
1. Get Excited/1. Welcome to Data Science A-Z™.mp4
23 MB
1. Get Excited/1. Welcome to Data Science A-Z™.vtt
6.7 kB
1. Get Excited/2. BONUS Learning Paths.html
2.4 kB
10. Multiple Linear Regression/1. Intro (what you will learn in this section).mp4
18 MB
10. Multiple Linear Regression/1. Intro (what you will learn in this section).vtt
1.8 kB
10. Multiple Linear Regression/10. Section Recap.mp4
12 MB
10. Multiple Linear Regression/10. Section Recap.vtt
6.1 kB
10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.mp4
3.4 MB
10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.vtt
2.5 kB
10. Multiple Linear Regression/3. Get the dataset.mp4
10 MB
10. Multiple Linear Regression/3. Get the dataset.vtt
5.8 kB
10. Multiple Linear Regression/4. Dummy Variables.mp4
30 MB
10. Multiple Linear Regression/4. Dummy Variables.vtt
11 kB
10. Multiple Linear Regression/5. Dummy Variable Trap.mp4
9.0 MB
10. Multiple Linear Regression/5. Dummy Variable Trap.vtt
3.2 kB
10. Multiple Linear Regression/6. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4
22 MB
10. Multiple Linear Regression/6. Ways to build a model BACKWARD, FORWARD, STEPWISE.vtt
21 kB
10. Multiple Linear Regression/7. Backward Elimination - Practice time.mp4
32 MB
10. Multiple Linear Regression/7. Backward Elimination - Practice time.vtt
22 kB
10. Multiple Linear Regression/8. Using Adjusted R-squared to create Robust models.mp4
66 MB
10. Multiple Linear Regression/8. Using Adjusted R-squared to create Robust models.vtt
14 kB
10. Multiple Linear Regression/9. Interpreting coefficients of MLR.mp4
63 MB
10. Multiple Linear Regression/9. Interpreting coefficients of MLR.vtt
17 kB
11. Logistic Regression/1. Intro (what you will learn in this section).mp4
25 MB
11. Logistic Regression/1. Intro (what you will learn in this section).vtt
2.4 kB
11. Logistic Regression/2. Get the dataset.mp4
7.0 MB
11. Logistic Regression/2. Get the dataset.vtt
5.1 kB
11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.mp4
27 MB
11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.vtt
12 kB
11. Logistic Regression/4. Logistic regression intuition.mp4
33 MB
11. Logistic Regression/4. Logistic regression intuition.vtt
23 kB
11. Logistic Regression/5. Your first logistic regression.mp4
30 MB
11. Logistic Regression/5. Your first logistic regression.vtt
11 kB
11. Logistic Regression/6. False Positives and False Negatives.mp4
18 MB
11. Logistic Regression/6. False Positives and False Negatives.vtt
10 kB
11. Logistic Regression/7. Confusion Matrix.mp4
8.4 MB
11. Logistic Regression/7. Confusion Matrix.vtt
6.6 kB
11. Logistic Regression/8. Interpreting coefficients of a logistic regression.mp4
37 MB
11. Logistic Regression/8. Interpreting coefficients of a logistic regression.vtt
13 kB
12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).mp4
11 MB
12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).vtt
1.7 kB
12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.mp4
24 MB
12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.vtt
8.3 kB
12. Building a robust geodemographic segmentation model/2. Get the dataset.mp4
19 MB
12. Building a robust geodemographic segmentation model/2. Get the dataset.vtt
10 kB
12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.mp4
13 MB
12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.vtt
6.9 kB
12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.mp4
25 MB
12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.vtt
11 kB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4
67 MB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.vtt
15 kB
12. Building a robust geodemographic segmentation model/6. Transforming independent variables.mp4
37 MB
12. Building a robust geodemographic segmentation model/6. Transforming independent variables.vtt
13 kB
12. Building a robust geodemographic segmentation model/7. Creating derived variables.mp4
29 MB
12. Building a robust geodemographic segmentation model/7. Creating derived variables.vtt
7.8 kB
12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.mp4
58 MB
12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.vtt
10 kB
12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.mp4
34 MB
12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.vtt
10 kB
13. Assessing your model/1. Intro (what you will learn in this section).mp4
6.4 MB
13. Assessing your model/1. Intro (what you will learn in this section).vtt
1.0 kB
13. Assessing your model/10. Section Recap.mp4
9.2 MB
13. Assessing your model/10. Section Recap.vtt
4.8 kB
13. Assessing your model/2. Accuracy paradox.mp4
4.5 MB
13. Assessing your model/2. Accuracy paradox.vtt
3.0 kB
13. Assessing your model/3. Cumulative Accuracy Profile (CAP).mp4
21 MB
13. Assessing your model/3. Cumulative Accuracy Profile (CAP).vtt
14 kB
13. Assessing your model/4. How to build a CAP curve in Excel.mp4
84 MB
13. Assessing your model/4. How to build a CAP curve in Excel.vtt
20 kB
13. Assessing your model/5. Assessing your model using the CAP curve.mp4
21 MB
13. Assessing your model/5. Assessing your model using the CAP curve.vtt
9.4 kB
13. Assessing your model/6. Get my CAP curve template.mp4
14 MB
13. Assessing your model/6. Get my CAP curve template.vtt
8.8 kB
13. Assessing your model/7. How to use test data to prevent overfitting your model.mp4
11 MB
13. Assessing your model/7. How to use test data to prevent overfitting your model.vtt
4.9 kB
13. Assessing your model/8. Applying the model to test data.mp4
58 MB
13. Assessing your model/8. Applying the model to test data.vtt
9.6 kB
13. Assessing your model/9. Comparing training performance and test performance.mp4
58 MB
13. Assessing your model/9. Comparing training performance and test performance.vtt
15 kB
14. Drawing insights from your model/1. Intro (what you will learn in this section).mp4
6.0 MB
14. Drawing insights from your model/1. Intro (what you will learn in this section).vtt
872 B
14. Drawing insights from your model/2. Power insights from your CAP.mp4
58 MB
14. Drawing insights from your model/2. Power insights from your CAP.vtt
19 kB
14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4
9.9 MB
14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).vtt
5.1 kB
14. Drawing insights from your model/4. Odds ratio (advanced topic).mp4
27 MB
14. Drawing insights from your model/4. Odds ratio (advanced topic).vtt
12 kB
14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4
14 MB
14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).vtt
9.5 kB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4
64 MB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).vtt
18 kB
14. Drawing insights from your model/7. Section Recap.mp4
7.3 MB
14. Drawing insights from your model/7. Section Recap.vtt
4.3 kB
15. Model maintenance/1. Intro (what you will learn in this section).mp4
6.8 MB
15. Model maintenance/1. Intro (what you will learn in this section).vtt
993 B
15. Model maintenance/2. What does model deterioration look like.mp4
16 MB
15. Model maintenance/2. What does model deterioration look like.vtt
5.9 kB
15. Model maintenance/3. Why do models deteriorate.mp4
58 MB
15. Model maintenance/3. Why do models deteriorate.vtt
22 kB
15. Model maintenance/4. Three levels of maintenance for deployed models.mp4
14 MB
15. Model maintenance/4. Three levels of maintenance for deployed models.vtt
11 kB
15. Model maintenance/5. Section Recap.mp4
3.3 MB
15. Model maintenance/5. Section Recap.vtt
2.3 kB
16. --------------------------- Part 3 Data Preparation ---------------------------/1. Welcome to Part 3.mp4
33 MB
16. --------------------------- Part 3 Data Preparation ---------------------------/1. Welcome to Part 3.vtt
3.5 kB
17. Business Intelligence (BI) Tools/1. Intro (what you will learn in this section).mp4
4.2 MB
17. Business Intelligence (BI) Tools/1. Intro (what you will learn in this section).vtt
601 B
17. Business Intelligence (BI) Tools/2. Working with Data.mp4
2.2 MB
17. Business Intelligence (BI) Tools/2. Working with Data.vtt
1.5 kB
17. Business Intelligence (BI) Tools/3. What is a Data Warehouse What is a Database.mp4
9.9 MB
17. Business Intelligence (BI) Tools/3. What is a Data Warehouse What is a Database.vtt
4.7 kB
17. Business Intelligence (BI) Tools/4. Setting up Microsoft SQL Server 2014 for practice.mp4
20 MB
17. Business Intelligence (BI) Tools/4. Setting up Microsoft SQL Server 2014 for practice.vtt
11 kB
17. Business Intelligence (BI) Tools/5. Important Practice Database.mp4
23 MB
17. Business Intelligence (BI) Tools/5. Important Practice Database.vtt
12 kB
17. Business Intelligence (BI) Tools/6. ETL for Data Science - what is Extract Transform Load (ETL).mp4
3.2 MB
17. Business Intelligence (BI) Tools/6. ETL for Data Science - what is Extract Transform Load (ETL).vtt
2.7 kB
17. Business Intelligence (BI) Tools/7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .mp4
7.5 MB
17. Business Intelligence (BI) Tools/7. Microsoft BI Tools What is SSDT-BI and what are SSISSSASSSRS .vtt
5.1 kB
17. Business Intelligence (BI) Tools/8. Installing SSDT with MSVS Shell.mp4
17 MB
17. Business Intelligence (BI) Tools/8. Installing SSDT with MSVS Shell.vtt
5.6 kB
18. ETL Phase 1 Data Wrangling before the Load/1. Intro (what you will learn in this section).mp4
10 MB
18. ETL Phase 1 Data Wrangling before the Load/1. Intro (what you will learn in this section).vtt
1.3 kB
18. ETL Phase 1 Data Wrangling before the Load/2. Preparing your folder structure for your Data Science project.mp4
4.8 MB
18. ETL Phase 1 Data Wrangling before the Load/2. Preparing your folder structure for your Data Science project.vtt
3.2 kB
18. ETL Phase 1 Data Wrangling before the Load/3. Download the dataset for this section.mp4
3.5 MB
18. ETL Phase 1 Data Wrangling before the Load/3. Download the dataset for this section.vtt
2.0 kB
18. ETL Phase 1 Data Wrangling before the Load/4. Two things you HAVE to do before the load.mp4
25 MB
18. ETL Phase 1 Data Wrangling before the Load/4. Two things you HAVE to do before the load.vtt
6.3 kB
18. ETL Phase 1 Data Wrangling before the Load/5. Notepad ++.mp4
3.8 MB
18. ETL Phase 1 Data Wrangling before the Load/5. Notepad ++.vtt
1.3 kB
18. ETL Phase 1 Data Wrangling before the Load/6. Editpad Lite.mp4
8.6 MB
18. ETL Phase 1 Data Wrangling before the Load/6. Editpad Lite.vtt
1.6 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/1. Intro (what you will learn in this section).mp4
10 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/1. Intro (what you will learn in this section).vtt
1.2 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/2. Starting and navigating an SSIS Project.mp4
5.6 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/2. Starting and navigating an SSIS Project.vtt
2.6 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/3. Creating a flat file source task and OLE DB destination.mp4
5.8 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/3. Creating a flat file source task and OLE DB destination.vtt
2.5 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/4. Setting up your flat file source connection.mp4
20 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/4. Setting up your flat file source connection.vtt
8.7 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/5. Setting up your database connection and creating a RAW table.mp4
27 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/5. Setting up your database connection and creating a RAW table.vtt
11 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/6. Run the Upload & Disable.mp4
11 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/6. Run the Upload & Disable.vtt
3.8 kB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/7. Due Dilligence Upload Quality Assurance.mp4
12 MB
19. ETL Phase 2 Step-by-step guide to uploading data using SSIS/7. Due Dilligence Upload Quality Assurance.vtt
3.0 kB
2. What is Data Science/1. Intro (what you will learn in this section).mp4
7.7 MB
2. What is Data Science/1. Intro (what you will learn in this section).vtt
1.2 kB
2. What is Data Science/2. Updates on Udemy Reviews.mp4
61 MB
2. What is Data Science/2. Updates on Udemy Reviews.vtt
3.9 kB
2. What is Data Science/3. Profession of the future.mp4
20 MB
2. What is Data Science/3. Profession of the future.vtt
9.3 kB
2. What is Data Science/4. Areas of Data Science.mp4
15 MB
2. What is Data Science/4. Areas of Data Science.vtt
8.6 kB
2. What is Data Science/5. IMPORTANT Course Pathways.mp4
14 MB
2. What is Data Science/5. IMPORTANT Course Pathways.vtt
7.9 kB
2. What is Data Science/6. Some Additional Resources!!.html
602 B
20. Handling errors during ETL (Phases 1 & 2)/1. Intro (what you will learn in this section).mp4
13 MB
20. Handling errors during ETL (Phases 1 & 2)/1. Intro (what you will learn in this section).vtt
1.2 kB
20. Handling errors during ETL (Phases 1 & 2)/10. Automating Error Handling in SSIS Conditional Split.mp4
32 MB
20. Handling errors during ETL (Phases 1 & 2)/10. Automating Error Handling in SSIS Conditional Split.vtt
11 kB
20. Handling errors during ETL (Phases 1 & 2)/11. Automating Error Handling in SSIS Conditional Split (Level 2).mp4
46 MB
20. Handling errors during ETL (Phases 1 & 2)/11. Automating Error Handling in SSIS Conditional Split (Level 2).vtt
11 kB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.mp4
160 MB
20. Handling errors during ETL (Phases 1 & 2)/12. How to analyze the error files.vtt
21 kB
20. Handling errors during ETL (Phases 1 & 2)/13. Due Dilligence the one thing you HAVE to do every time.mp4
28 MB
20. Handling errors during ETL (Phases 1 & 2)/13. Due Dilligence the one thing you HAVE to do every time.vtt
6.2 kB
20. Handling errors during ETL (Phases 1 & 2)/14. Types of Errors in SSIS.mp4
6.6 MB
20. Handling errors during ETL (Phases 1 & 2)/14. Types of Errors in SSIS.vtt
4.8 kB
20. Handling errors during ETL (Phases 1 & 2)/15. Summary.mp4
36 MB
20. Handling errors during ETL (Phases 1 & 2)/15. Summary.vtt
24 kB
20. Handling errors during ETL (Phases 1 & 2)/16. Homework.mp4
60 MB
20. Handling errors during ETL (Phases 1 & 2)/16. Homework.vtt
4.9 kB
20. Handling errors during ETL (Phases 1 & 2)/2. Download the dataset for this section.mp4
2.3 MB
20. Handling errors during ETL (Phases 1 & 2)/2. Download the dataset for this section.vtt
915 B
20. Handling errors during ETL (Phases 1 & 2)/3. How excel can mess up your data.mp4
72 MB
20. Handling errors during ETL (Phases 1 & 2)/3. How excel can mess up your data.vtt
5.4 kB
20. Handling errors during ETL (Phases 1 & 2)/4. Bulletproof Blueprint for Data Wrangling before the Load.mp4
82 MB
20. Handling errors during ETL (Phases 1 & 2)/4. Bulletproof Blueprint for Data Wrangling before the Load.vtt
9.5 kB
20. Handling errors during ETL (Phases 1 & 2)/5. SSIS Error Text qualifier not specified.mp4
31 MB
20. Handling errors during ETL (Phases 1 & 2)/5. SSIS Error Text qualifier not specified.vtt
8.9 kB
20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).mp4
257 MB
20. Handling errors during ETL (Phases 1 & 2)/6. What do you do when your source file is corrupt (Part 1).vtt
25 kB
20. Handling errors during ETL (Phases 1 & 2)/7. What do you do when your source file is corrupt (Part 2).mp4
60 MB
20. Handling errors during ETL (Phases 1 & 2)/7. What do you do when your source file is corrupt (Part 2).vtt
8.2 kB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.mp4
152 MB
20. Handling errors during ETL (Phases 1 & 2)/8. SSIS Error Data truncation.vtt
21 kB
20. Handling errors during ETL (Phases 1 & 2)/9. Handy trick for finding anomalies in SQL.mp4
22 MB
20. Handling errors during ETL (Phases 1 & 2)/9. Handy trick for finding anomalies in SQL.vtt
5.0 kB
21. SQL Programming for Data Science/1. Intro (what you will learn in this section).mp4
7.9 MB
21. SQL Programming for Data Science/1. Intro (what you will learn in this section).vtt
971 B
21. SQL Programming for Data Science/10. Data Types in SQL.mp4
12 MB
21. SQL Programming for Data Science/10. Data Types in SQL.vtt
9.8 kB
21. SQL Programming for Data Science/11. Implicit Data Conversion in SQL.mp4
17 MB
21. SQL Programming for Data Science/11. Implicit Data Conversion in SQL.vtt
4.7 kB
21. SQL Programming for Data Science/12. Using Cast() vs Convert().mp4
21 MB
21. SQL Programming for Data Science/12. Using Cast() vs Convert().vtt
4.6 kB
21. SQL Programming for Data Science/13. Working with NULLs.mp4
24 MB
21. SQL Programming for Data Science/13. Working with NULLs.vtt
6.2 kB
21. SQL Programming for Data Science/14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.mp4
14 MB
21. SQL Programming for Data Science/14. Understanding how LEFT, RIGHT, INNER, and OUTER joins work.vtt
8.6 kB
21. SQL Programming for Data Science/15. Joins with duplicate values.mp4
6.0 MB
21. SQL Programming for Data Science/15. Joins with duplicate values.vtt
3.3 kB
21. SQL Programming for Data Science/16. Joining on multiple fields.mp4
14 MB
21. SQL Programming for Data Science/16. Joining on multiple fields.vtt
6.9 kB
21. SQL Programming for Data Science/17. Practicing Joins.mp4
38 MB
21. SQL Programming for Data Science/17. Practicing Joins.vtt
6.1 kB
21. SQL Programming for Data Science/2. Download the dataset for this section.mp4
1.9 MB
21. SQL Programming for Data Science/2. Download the dataset for this section.vtt
909 B
21. SQL Programming for Data Science/3. Getting To Know MS SQL Management Studio.mp4
5.7 MB
21. SQL Programming for Data Science/3. Getting To Know MS SQL Management Studio.vtt
2.8 kB
21. SQL Programming for Data Science/4. Shortcut to upload the data.mp4
14 MB
21. SQL Programming for Data Science/4. Shortcut to upload the data.vtt
5.5 kB
21. SQL Programming for Data Science/5. SELECT Statement.mp4
31 MB
21. SQL Programming for Data Science/5. SELECT Statement.vtt
7.7 kB
21. SQL Programming for Data Science/6. Using the WHERE clause to filter data.mp4
37 MB
21. SQL Programming for Data Science/6. Using the WHERE clause to filter data.vtt
7.0 kB
21. SQL Programming for Data Science/7. How to use Wildcards Regular Expressions in SQL (% and _).mp4
26 MB
21. SQL Programming for Data Science/7. How to use Wildcards Regular Expressions in SQL (% and _).vtt
5.8 kB
21. SQL Programming for Data Science/8. Comments in SQL.mp4
12 MB
21. SQL Programming for Data Science/8. Comments in SQL.vtt
3.4 kB
21. SQL Programming for Data Science/9. Order By.mp4
34 MB
21. SQL Programming for Data Science/9. Order By.vtt
7.1 kB
22. ETL Phase 3 Data Wrangling after the load/1. Intro (what you will learn in this section).mp4
13 MB
22. ETL Phase 3 Data Wrangling after the load/1. Intro (what you will learn in this section).vtt
1.4 kB
22. ETL Phase 3 Data Wrangling after the load/10. Intermediate Recap - Procs.mp4
7.4 MB
22. ETL Phase 3 Data Wrangling after the load/10. Intermediate Recap - Procs.vtt
5.3 kB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.mp4
80 MB
22. ETL Phase 3 Data Wrangling after the load/11. Create the proc for the second file.vtt
14 kB
22. ETL Phase 3 Data Wrangling after the load/12. Adding leading zeros.mp4
52 MB
22. ETL Phase 3 Data Wrangling after the load/12. Adding leading zeros.vtt
10 kB
22. ETL Phase 3 Data Wrangling after the load/13. Converting data on the fly.mp4
50 MB
22. ETL Phase 3 Data Wrangling after the load/13. Converting data on the fly.vtt
13 kB
22. ETL Phase 3 Data Wrangling after the load/14. How to create a proc template.mp4
30 MB
22. ETL Phase 3 Data Wrangling after the load/14. How to create a proc template.vtt
9.3 kB
22. ETL Phase 3 Data Wrangling after the load/15. Archiving Procs.mp4
26 MB
22. ETL Phase 3 Data Wrangling after the load/15. Archiving Procs.vtt
6.2 kB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].mp4
71 MB
22. ETL Phase 3 Data Wrangling after the load/16. What you can do with these tables going forward [drv files etc.].vtt
18 kB
22. ETL Phase 3 Data Wrangling after the load/2. RAW, WRK, DRV tables.mp4
10 MB
22. ETL Phase 3 Data Wrangling after the load/2. RAW, WRK, DRV tables.vtt
7.8 kB
22. ETL Phase 3 Data Wrangling after the load/3. Download the dataset for this section.mp4
3.4 MB
22. ETL Phase 3 Data Wrangling after the load/3. Download the dataset for this section.vtt
2.0 kB
22. ETL Phase 3 Data Wrangling after the load/4. Create your first Stored Proc in SQL.mp4
17 MB
22. ETL Phase 3 Data Wrangling after the load/4. Create your first Stored Proc in SQL.vtt
4.5 kB
22. ETL Phase 3 Data Wrangling after the load/5. Executing Stored Procedures.mp4
12 MB
22. ETL Phase 3 Data Wrangling after the load/5. Executing Stored Procedures.vtt
3.7 kB
22. ETL Phase 3 Data Wrangling after the load/6. Modifying Stored Procedures.mp4
40 MB
22. ETL Phase 3 Data Wrangling after the load/6. Modifying Stored Procedures.vtt
12 kB
22. ETL Phase 3 Data Wrangling after the load/7. Create table.mp4
41 MB
22. ETL Phase 3 Data Wrangling after the load/7. Create table.vtt
13 kB
22. ETL Phase 3 Data Wrangling after the load/8. Insert INTO.mp4
22 MB
22. ETL Phase 3 Data Wrangling after the load/8. Insert INTO.vtt
7.8 kB
22. ETL Phase 3 Data Wrangling after the load/9. Check if table exists + drop table + Truncate.mp4
30 MB
22. ETL Phase 3 Data Wrangling after the load/9. Check if table exists + drop table + Truncate.vtt
8.2 kB
23. Handling errors during ETL (Phase 3)/1. Intro (what you will learn in this section).mp4
13 MB
23. Handling errors during ETL (Phase 3)/1. Intro (what you will learn in this section).vtt
1.4 kB
23. Handling errors during ETL (Phase 3)/10. Additional Quality Assurance check Birthday.mp4
17 MB
23. Handling errors during ETL (Phase 3)/10. Additional Quality Assurance check Birthday.vtt
4.8 kB
23. Handling errors during ETL (Phase 3)/11. Part Completed.mp4
36 MB
23. Handling errors during ETL (Phase 3)/11. Part Completed.vtt
12 kB
23. Handling errors during ETL (Phase 3)/12. ETL Error Handling Vehicle Service Project.mp4
25 MB
23. Handling errors during ETL (Phase 3)/12. ETL Error Handling Vehicle Service Project.vtt
9.9 kB
23. Handling errors during ETL (Phase 3)/2. Download the dataset for this section.mp4
1.7 MB
23. Handling errors during ETL (Phase 3)/2. Download the dataset for this section.vtt
1.1 kB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.mp4
89 MB
23. Handling errors during ETL (Phase 3)/3. Upload the data to RAW table.vtt
14 kB
23. Handling errors during ETL (Phase 3)/4. Create Stored Proc.mp4
36 MB
23. Handling errors during ETL (Phase 3)/4. Create Stored Proc.vtt
6.0 kB
23. Handling errors during ETL (Phase 3)/5. How to deal with errors using the isnumeric() function.mp4
39 MB
23. Handling errors during ETL (Phase 3)/5. How to deal with errors using the isnumeric() function.vtt
9.8 kB
23. Handling errors during ETL (Phase 3)/6. How to deal errors using the len() function.mp4
39 MB
23. Handling errors during ETL (Phase 3)/6. How to deal errors using the len() function.vtt
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23. Handling errors during ETL (Phase 3)/7. How to deal with errors using the isdate() function.mp4
44 MB
23. Handling errors during ETL (Phase 3)/7. How to deal with errors using the isdate() function.vtt
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23. Handling errors during ETL (Phase 3)/8. Additional Quality Assurance check Balance.mp4
18 MB
23. Handling errors during ETL (Phase 3)/8. Additional Quality Assurance check Balance.vtt
5.0 kB
23. Handling errors during ETL (Phase 3)/9. Additional Quality Assurance check ZipCode.mp4
28 MB
23. Handling errors during ETL (Phase 3)/9. Additional Quality Assurance check ZipCode.vtt
4.0 kB
24. --------------------------- Part 4 Communication ---------------------------/1. Welcome to Part 4.mp4
15 MB
24. --------------------------- Part 4 Communication ---------------------------/1. Welcome to Part 4.vtt
1.9 kB
25. Working with people/1. Intro (what you will learn in this section).mp4
8.2 MB
25. Working with people/1. Intro (what you will learn in this section).vtt
1.1 kB
25. Working with people/2. Cross-departmental Work.mp4
49 MB
25. Working with people/2. Cross-departmental Work.vtt
5.8 kB
25. Working with people/3. Come to me with a Business Problem.mp4
26 MB
25. Working with people/3. Come to me with a Business Problem.vtt
3.1 kB
25. Working with people/4. Setting expectations and pre-project communication.mp4
38 MB
25. Working with people/4. Setting expectations and pre-project communication.vtt
4.9 kB
25. Working with people/5. Go and sit with them.mp4
59 MB
25. Working with people/5. Go and sit with them.vtt
7.5 kB
25. Working with people/6. The art of saying No.mp4
60 MB
25. Working with people/6. The art of saying No.vtt
8.0 kB
25. Working with people/7. Sometimes you have to go to the top.mp4
28 MB
25. Working with people/7. Sometimes you have to go to the top.vtt
3.8 kB
25. Working with people/8. Building a data culture.mp4
57 MB
25. Working with people/8. Building a data culture.vtt
6.7 kB
26. Presenting for Data Scientists/1. Intro (what you will learn in this section).mp4
19 MB
26. Presenting for Data Scientists/1. Intro (what you will learn in this section).vtt
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26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.mp4
64 MB
26. Presenting for Data Scientists/10. Bonus my full presentation LIVE 2015.vtt
21 kB
26. Presenting for Data Scientists/11. Bonus links to other examples of good storytelling.html
609 B
26. Presenting for Data Scientists/2. Case study.mp4
22 MB
26. Presenting for Data Scientists/2. Case study.vtt
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26. Presenting for Data Scientists/3. Analysing the intro.mp4
37 MB
26. Presenting for Data Scientists/3. Analysing the intro.vtt
2.3 kB
26. Presenting for Data Scientists/4. Intro dissection - recap.mp4
114 MB
26. Presenting for Data Scientists/4. Intro dissection - recap.vtt
15 kB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.mp4
74 MB
26. Presenting for Data Scientists/5. REAL Data Science Presentation Walkthrough - Make Your Audience Say WOW.vtt
25 kB
26. Presenting for Data Scientists/6. My brainstorming method.mp4
38 MB
26. Presenting for Data Scientists/6. My brainstorming method.vtt
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26. Presenting for Data Scientists/7. How to present to executives.mp4
62 MB
26. Presenting for Data Scientists/7. How to present to executives.vtt
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26. Presenting for Data Scientists/8. The truth is not always pretty.mp4
32 MB
26. Presenting for Data Scientists/8. The truth is not always pretty.vtt
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26. Presenting for Data Scientists/9. Passion and the Wow-factor.mp4
24 MB
26. Presenting for Data Scientists/9. Passion and the Wow-factor.vtt
3.0 kB
27. Homework Solutions/1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.mp4
13 MB
27. Homework Solutions/1. Advanced Data Mining with Tableau Visualising Credit Score & Tenure.vtt
7.6 kB
27. Homework Solutions/2. Advanced Data Mining with Tableau Chi-Squared Test for Country.mp4
9.7 MB
27. Homework Solutions/2. Advanced Data Mining with Tableau Chi-Squared Test for Country.vtt
5.4 kB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).mp4
148 MB
27. Homework Solutions/3. ETL Error Handling (Phases 1 and 2).vtt
25 kB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).mp4
117 MB
27. Homework Solutions/4. ETL Error Handling Vehicle Service Project (Part 1 of 3).vtt
21 kB
27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).mp4
64 MB
27. Homework Solutions/5. ETL Error Handling Vehicle Service Project (Part 2 of 3).vtt
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27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).mp4
88 MB
27. Homework Solutions/6. ETL Error Handling Vehicle Service Project (Part 3 of 3).vtt
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27. Homework Solutions/7. THANK YOU bonus video.mp4
52 MB
27. Homework Solutions/7. THANK YOU bonus video.vtt
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28. Bonus Lectures/1. YOUR SPECIAL BONUS.html
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3. --------------------------- Part 1 Visualisation ---------------------------/1. Welcome to Part 1.mp4
30 MB
3. --------------------------- Part 1 Visualisation ---------------------------/1. Welcome to Part 1.vtt
2.5 kB
4. Introduction to Tableau/1. Intro (what you will learn in this section).mp4
3.8 MB
4. Introduction to Tableau/1. Intro (what you will learn in this section).vtt
813 B
4. Introduction to Tableau/10. Section Recap.mp4
4.9 MB
4. Introduction to Tableau/10. Section Recap.vtt
4.9 kB
4. Introduction to Tableau/11. Tableau Basics.html
114 B
4. Introduction to Tableau/2. Installing Tableau Desktop and Tableau Public (FREE).mp4
28 MB
4. Introduction to Tableau/2. Installing Tableau Desktop and Tableau Public (FREE).vtt
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4. Introduction to Tableau/3. Challenge description + view data in file.mp4
6.6 MB
4. Introduction to Tableau/3. Challenge description + view data in file.vtt
3.1 kB
4. Introduction to Tableau/4. Connecting Tableau to a Data file - CSV file.mp4
17 MB
4. Introduction to Tableau/4. Connecting Tableau to a Data file - CSV file.vtt
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4. Introduction to Tableau/5. Navigating Tableau - Measures and Dimensions.mp4
18 MB
4. Introduction to Tableau/5. Navigating Tableau - Measures and Dimensions.vtt
11 kB
4. Introduction to Tableau/6. Creating a calculated field.mp4
17 MB
4. Introduction to Tableau/6. Creating a calculated field.vtt
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4. Introduction to Tableau/7. Adding colours.mp4
12 MB
4. Introduction to Tableau/7. Adding colours.vtt
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4. Introduction to Tableau/8. Adding labels and formatting.mp4
19 MB
4. Introduction to Tableau/8. Adding labels and formatting.vtt
14 kB
4. Introduction to Tableau/9. Exporting your worksheet.mp4
15 MB
4. Introduction to Tableau/9. Exporting your worksheet.vtt
9.5 kB
5. How to use Tableau for Data Mining/1. Intro (what you will learn in this section).mp4
4.3 MB
5. How to use Tableau for Data Mining/1. Intro (what you will learn in this section).vtt
1.1 kB
5. How to use Tableau for Data Mining/2. Get the Dataset + Project Overview.mp4
17 MB
5. How to use Tableau for Data Mining/2. Get the Dataset + Project Overview.vtt
9.9 kB
5. How to use Tableau for Data Mining/3. Connecting Tableau to an Excel File.mp4
7.9 MB
5. How to use Tableau for Data Mining/3. Connecting Tableau to an Excel File.vtt
5.5 kB
5. How to use Tableau for Data Mining/4. How to visualise an AB test in Tableau.mp4
9.5 MB
5. How to use Tableau for Data Mining/4. How to visualise an AB test in Tableau.vtt
8.3 kB
5. How to use Tableau for Data Mining/5. Working with Aliases.mp4
7.0 MB
5. How to use Tableau for Data Mining/5. Working with Aliases.vtt
5.3 kB
5. How to use Tableau for Data Mining/6. Adding a Reference Line.mp4
8.6 MB
5. How to use Tableau for Data Mining/6. Adding a Reference Line.vtt
6.7 kB
5. How to use Tableau for Data Mining/7. Looking for anomalies.mp4
14 MB
5. How to use Tableau for Data Mining/7. Looking for anomalies.vtt
12 kB
5. How to use Tableau for Data Mining/8. Handy trick to validate your approach data.mp4
15 MB
5. How to use Tableau for Data Mining/8. Handy trick to validate your approach data.vtt
12 kB
5. How to use Tableau for Data Mining/9. Section Recap.mp4
6.8 MB
5. How to use Tableau for Data Mining/9. Section Recap.vtt
6.9 kB
6. Advanced Data Mining With Tableau/1. Intro (what you will learn in this section).mp4
5.0 MB
6. Advanced Data Mining With Tableau/1. Intro (what you will learn in this section).vtt
1.1 kB
6. Advanced Data Mining With Tableau/10. Section Recap.mp4
7.8 MB
6. Advanced Data Mining With Tableau/10. Section Recap.vtt
7.7 kB
6. Advanced Data Mining With Tableau/11. Part Completed.mp4
2.0 MB
6. Advanced Data Mining With Tableau/11. Part Completed.vtt
2.3 kB
6. Advanced Data Mining With Tableau/2. Creating bins & Visualizing distributions.mp4
17 MB
6. Advanced Data Mining With Tableau/2. Creating bins & Visualizing distributions.vtt
12 kB
6. Advanced Data Mining With Tableau/3. Creating a classification test for a numeric variable.mp4
8.2 MB
6. Advanced Data Mining With Tableau/3. Creating a classification test for a numeric variable.vtt
5.7 kB
6. Advanced Data Mining With Tableau/4. Combining two charts and working with them in Tableau.mp4
27 MB
6. Advanced Data Mining With Tableau/4. Combining two charts and working with them in Tableau.vtt
12 kB
6. Advanced Data Mining With Tableau/5. Validating Tableau Data Mining with a Chi-Squared test.mp4
18 MB
6. Advanced Data Mining With Tableau/5. Validating Tableau Data Mining with a Chi-Squared test.vtt
13 kB
6. Advanced Data Mining With Tableau/6. Chi-Squared test when there is more than 2 categories.mp4
21 MB
6. Advanced Data Mining With Tableau/6. Chi-Squared test when there is more than 2 categories.vtt
11 kB
6. Advanced Data Mining With Tableau/7. Visualising Balance and Estimated Salary distribution.mp4
25 MB
6. Advanced Data Mining With Tableau/7. Visualising Balance and Estimated Salary distribution.vtt
15 kB
6. Advanced Data Mining With Tableau/8. Bonus Chi-Squared Test (Stats Tutorial).mp4
31 MB
6. Advanced Data Mining With Tableau/8. Bonus Chi-Squared Test (Stats Tutorial).vtt
25 kB
6. Advanced Data Mining With Tableau/9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).mp4
15 MB
6. Advanced Data Mining With Tableau/9. Bonus Chi-Squared Test Part 2 (Stats Tutorial).vtt
13 kB
7. --------------------------- Part 2 Modelling ---------------------------/1. Welcome to Part 2.mp4
50 MB
7. --------------------------- Part 2 Modelling ---------------------------/1. Welcome to Part 2.vtt
5.1 kB
8. Stats Refresher/1. Intro (what you will learn in this section).mp4
5.1 MB
8. Stats Refresher/1. Intro (what you will learn in this section).vtt
788 B
8. Stats Refresher/2. Types of variables Categorical vs Numeric.mp4
6.9 MB
8. Stats Refresher/2. Types of variables Categorical vs Numeric.vtt
6.8 kB
8. Stats Refresher/3. Types of regressions.mp4
10 MB
8. Stats Refresher/3. Types of regressions.vtt
11 kB
8. Stats Refresher/4. Ordinary Least Squares.mp4
4.2 MB
8. Stats Refresher/4. Ordinary Least Squares.vtt
4.0 kB
8. Stats Refresher/5. R-squared.mp4
6.7 MB
8. Stats Refresher/5. R-squared.vtt
6.6 kB
8. Stats Refresher/6. Adjusted R-squared.mp4
14 MB
8. Stats Refresher/6. Adjusted R-squared.vtt
13 kB
9. Simple Linear Regression/1. Intro (what you will learn in this section).mp4
8.9 MB
9. Simple Linear Regression/1. Intro (what you will learn in this section).vtt
968 B
9. Simple Linear Regression/2. Introduction to Gretl.mp4
15 MB
9. Simple Linear Regression/2. Introduction to Gretl.vtt
3.7 kB
9. Simple Linear Regression/3. Get the dataset.mp4
7.6 MB
9. Simple Linear Regression/3. Get the dataset.vtt
5.1 kB
9. Simple Linear Regression/4. Import data and run descriptive statistics.mp4
10 MB
9. Simple Linear Regression/4. Import data and run descriptive statistics.vtt
5.4 kB
9. Simple Linear Regression/5. Reading Linear Regression Output.mp4
22 MB
9. Simple Linear Regression/5. Reading Linear Regression Output.vtt
8.9 kB
9. Simple Linear Regression/6. Plotting and analysing the graph.mp4
22 MB
9. Simple Linear Regression/6. Plotting and analysing the graph.vtt
5.7 kB
[CourseClub.Me].url
48 B
[DesireCourse.Net].url
51 B