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Google Cloud Platform Big Data and Machine Learning Fundamentals
- Date: 2024-09-02
- Size: 1.1 GB
- Files: 118
File Name
Size
1. Introduction to the Data and Machine Learning on Google Cloud Course/1. Course Overview.mp4
208 kB
1. Introduction to the Data and Machine Learning on Google Cloud Course/2. Course Introduction.mp4
20 MB
1. Introduction to the Data and Machine Learning on Google Cloud Course/2. Course Introduction.srt
7.3 kB
2. Introduction to Google Cloud Platform/01. Introduction to Google Cloud Platform.mp4
220 kB
2. Introduction to Google Cloud Platform/02. Introduction to Google Cloud Platform.mp4
21 MB
2. Introduction to Google Cloud Platform/02. Introduction to Google Cloud Platform.srt
4.3 kB
2. Introduction to Google Cloud Platform/03. Compute Power for Analytic and ML Workloads.mp4
48 MB
2. Introduction to Google Cloud Platform/03. Compute Power for Analytic and ML Workloads.srt
12 kB
2. Introduction to Google Cloud Platform/04. Demo - Creating a VM on Compute Engine.mp4
53 MB
2. Introduction to Google Cloud Platform/04. Demo - Creating a VM on Compute Engine.srt
18 kB
2. Introduction to Google Cloud Platform/05. Elastic Storage with Google Cloud Storage.mp4
11 MB
2. Introduction to Google Cloud Platform/05. Elastic Storage with Google Cloud Storage.srt
7.7 kB
2. Introduction to Google Cloud Platform/06. Build on Google's Global Network.mp4
13 MB
2. Introduction to Google Cloud Platform/06. Build on Google's Global Network.srt
3.8 kB
2. Introduction to Google Cloud Platform/07. Security - On-premise vs Cloud-native.mp4
7.8 MB
2. Introduction to Google Cloud Platform/07. Security - On-premise vs Cloud-native.srt
3.8 kB
2. Introduction to Google Cloud Platform/08. Evolution of Google Cloud Big Data Tools.mp4
16 MB
2. Introduction to Google Cloud Platform/08. Evolution of Google Cloud Big Data Tools.srt
6.1 kB
2. Introduction to Google Cloud Platform/09. Getting Started With GCP And Qwiklabs.mp4
11 MB
2. Introduction to Google Cloud Platform/09. Getting Started With GCP And Qwiklabs.srt
5.6 kB
2. Introduction to Google Cloud Platform/10. Lab- Exploring a BigQuery Public Dataset.mp4
215 kB
2. Introduction to Google Cloud Platform/11. Choosing the Right Approach.mp4
55 MB
2. Introduction to Google Cloud Platform/11. Choosing the Right Approach.srt
7.2 kB
2. Introduction to Google Cloud Platform/12. What you can do with GCP.mp4
17 MB
2. Introduction to Google Cloud Platform/12. What you can do with GCP.srt
4.3 kB
2. Introduction to Google Cloud Platform/13. Activity - Explore a Customer Use Case.mp4
35 MB
2. Introduction to Google Cloud Platform/13. Activity - Explore a Customer Use Case.srt
8.5 kB
2. Introduction to Google Cloud Platform/14. The Different Data Roles in an Organization.mp4
22 MB
2. Introduction to Google Cloud Platform/14. The Different Data Roles in an Organization.srt
8.6 kB
3. Recommending Products using Cloud SQL and Spark/01. Product Recommendations using Cloud SQL and Spark.mp4
228 kB
3. Recommending Products using Cloud SQL and Spark/02. How Businesses Use Recommendation Systems.mp4
42 MB
3. Recommending Products using Cloud SQL and Spark/02. How Businesses Use Recommendation Systems.srt
7.6 kB
3. Recommending Products using Cloud SQL and Spark/03. Introduction to Machine Learning.mp4
18 MB
3. Recommending Products using Cloud SQL and Spark/03. Introduction to Machine Learning.srt
7.1 kB
3. Recommending Products using Cloud SQL and Spark/04. ML for Recommending Housing Rentals.mp4
20 MB
3. Recommending Products using Cloud SQL and Spark/04. ML for Recommending Housing Rentals.srt
10 kB
3. Recommending Products using Cloud SQL and Spark/05. Move From On-Premise to Google Cloud Platform.mp4
27 MB
3. Recommending Products using Cloud SQL and Spark/05. Move From On-Premise to Google Cloud Platform.srt
12 kB
3. Recommending Products using Cloud SQL and Spark/06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.mp4
18 MB
3. Recommending Products using Cloud SQL and Spark/06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.srt
10 kB
3. Recommending Products using Cloud SQL and Spark/07. Challenge- Utilizing and tuning on-premise clusters.mp4
22 MB
3. Recommending Products using Cloud SQL and Spark/07. Challenge- Utilizing and tuning on-premise clusters.srt
7.7 kB
3. Recommending Products using Cloud SQL and Spark/08. Move storage off-cluster with Google Cloud Storage.mp4
9.7 MB
3. Recommending Products using Cloud SQL and Spark/08. Move storage off-cluster with Google Cloud Storage.srt
5.8 kB
3. Recommending Products using Cloud SQL and Spark/09. Lab - Recommending Products Using Cloud SQL and Spark.mp4
4.9 MB
3. Recommending Products using Cloud SQL and Spark/09. Lab - Recommending Products Using Cloud SQL and Spark.srt
2.5 kB
3. Recommending Products using Cloud SQL and Spark/10. Lab- Recommending Products Using Cloud SQL and Spark.mp4
221 kB
4. Predict Visitor Purchases Using BigQuery ML/01. Predicting Visitor Purchases with Classification using BigQuery ML.mp4
233 kB
4. Predict Visitor Purchases Using BigQuery ML/02. Introduction to BigQuery.mp4
22 MB
4. Predict Visitor Purchases Using BigQuery ML/02. Introduction to BigQuery.srt
9.2 kB
4. Predict Visitor Purchases Using BigQuery ML/03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.mp4
41 MB
4. Predict Visitor Purchases Using BigQuery ML/03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.srt
18 kB
4. Predict Visitor Purchases Using BigQuery ML/04. BigQuery - Fast SQL Engine.mp4
10 MB
4. Predict Visitor Purchases Using BigQuery ML/04. BigQuery - Fast SQL Engine.srt
6.7 kB
4. Predict Visitor Purchases Using BigQuery ML/05. Demo - Exploring Bike Share Data with SQL.mp4
38 MB
4. Predict Visitor Purchases Using BigQuery ML/05. Demo - Exploring Bike Share Data with SQL.srt
19 kB
4. Predict Visitor Purchases Using BigQuery ML/06. Data Quality.mp4
13 MB
4. Predict Visitor Purchases Using BigQuery ML/06. Data Quality.srt
7.4 kB
4. Predict Visitor Purchases Using BigQuery ML/07. BigQuery Managed Storage.mp4
14 MB
4. Predict Visitor Purchases Using BigQuery ML/07. BigQuery Managed Storage.srt
8.4 kB
4. Predict Visitor Purchases Using BigQuery ML/08. Insights from Geographic Data.mp4
10 MB
4. Predict Visitor Purchases Using BigQuery ML/08. Insights from Geographic Data.srt
3.6 kB
4. Predict Visitor Purchases Using BigQuery ML/09. Demo - Analyzing Lightning Strikes with BigQuery GIS.mp4
27 MB
4. Predict Visitor Purchases Using BigQuery ML/09. Demo - Analyzing Lightning Strikes with BigQuery GIS.srt
12 kB
4. Predict Visitor Purchases Using BigQuery ML/10. Choosing a ML Model Type for Structured Data.mp4
16 MB
4. Predict Visitor Purchases Using BigQuery ML/10. Choosing a ML Model Type for Structured Data.srt
8.1 kB
4. Predict Visitor Purchases Using BigQuery ML/11. Predicting Customer Lifetime Value.mp4
22 MB
4. Predict Visitor Purchases Using BigQuery ML/11. Predicting Customer Lifetime Value.srt
8.3 kB
4. Predict Visitor Purchases Using BigQuery ML/12. BigQueryML - Create Models with SQL.mp4
20 MB
4. Predict Visitor Purchases Using BigQuery ML/12. BigQueryML - Create Models with SQL.srt
6.1 kB
4. Predict Visitor Purchases Using BigQuery ML/13. Phases in ML Model Lifecycle.mp4
9.3 MB
4. Predict Visitor Purchases Using BigQuery ML/13. Phases in ML Model Lifecycle.srt
4.0 kB
4. Predict Visitor Purchases Using BigQuery ML/14. BigQuery ML - Key Features Walkthrough.mp4
14 MB
4. Predict Visitor Purchases Using BigQuery ML/14. BigQuery ML - Key Features Walkthrough.srt
7.7 kB
4. Predict Visitor Purchases Using BigQuery ML/15. Lab- Predicting Visitor Purchases with a Classification Model with BigQuery ML.mp4
228 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/01. Real-time Dashboards with Pub_Sub, Dataflow, and Data Studio.mp4
233 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/02. Modern Data Pipeline Challenges.mp4
17 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/02. Modern Data Pipeline Challenges.srt
4.9 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/03. Message-oriented Architectures with Cloud Pub-Sub.mp4
12 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/03. Message-oriented Architectures with Cloud Pub-Sub.srt
9.3 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/04. Designing Streaming Pipelines with Apache Beam.mp4
9.4 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/04. Designing Streaming Pipelines with Apache Beam.srt
5.6 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/05. Implementing Streaming Pipelines on Cloud Dataflow.mp4
8.7 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/05. Implementing Streaming Pipelines on Cloud Dataflow.srt
5.0 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/06. Visualizing Insights with Data Studio.mp4
10 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/06. Visualizing Insights with Data Studio.srt
5.4 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/07. Creating Charts with Data Studio.mp4
5.0 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/07. Creating Charts with Data Studio.srt
3.8 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/08. Demo - Data Studio Walkthrough.mp4
26 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/08. Demo - Data Studio Walkthrough.srt
13 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/09. Lab - Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.mp4
9.9 MB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/09. Lab - Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.srt
2.0 kB
5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/10. Lab- Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow.mp4
230 kB
6. Deriving Insights from Unstructured Data using Machine Learning/01. Deriving Insights from Unstructured Data using Machine Learning.mp4
234 kB
6. Deriving Insights from Unstructured Data using Machine Learning/02. Where is Unstructured ML used in business-.mp4
26 MB
6. Deriving Insights from Unstructured Data using Machine Learning/02. Where is Unstructured ML used in business-.srt
6.3 kB
6. Deriving Insights from Unstructured Data using Machine Learning/03. How Does ML on Unstructured Data Work-.mp4
15 MB
6. Deriving Insights from Unstructured Data using Machine Learning/03. How Does ML on Unstructured Data Work-.srt
4.8 kB
6. Deriving Insights from Unstructured Data using Machine Learning/04. Demo - ML built into Google Photos.mp4
10 MB
6. Deriving Insights from Unstructured Data using Machine Learning/04. Demo - ML built into Google Photos.srt
2.0 kB
6. Deriving Insights from Unstructured Data using Machine Learning/05. Comparing Approaches to ML.mp4
14 MB
6. Deriving Insights from Unstructured Data using Machine Learning/05. Comparing Approaches to ML.srt
4.1 kB
6. Deriving Insights from Unstructured Data using Machine Learning/06. Demo - Using ML Building Blocks.mp4
22 MB
6. Deriving Insights from Unstructured Data using Machine Learning/06. Demo - Using ML Building Blocks.srt
9.8 kB
6. Deriving Insights from Unstructured Data using Machine Learning/07. Using Pre-built AI to Create a Chatbot.mp4
14 MB
6. Deriving Insights from Unstructured Data using Machine Learning/07. Using Pre-built AI to Create a Chatbot.srt
7.5 kB
6. Deriving Insights from Unstructured Data using Machine Learning/08. Customizing Pre-built Models with AutoML.mp4
19 MB
6. Deriving Insights from Unstructured Data using Machine Learning/08. Customizing Pre-built Models with AutoML.srt
10 kB
6. Deriving Insights from Unstructured Data using Machine Learning/09. Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.mp4
909 kB
6. Deriving Insights from Unstructured Data using Machine Learning/09. Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.srt
602 B
6. Deriving Insights from Unstructured Data using Machine Learning/10. Lab- Classifying Images of Clouds in the Cloud with AutoML Vision.mp4
222 kB
6. Deriving Insights from Unstructured Data using Machine Learning/11. Building a Custom Model.mp4
5.4 MB
6. Deriving Insights from Unstructured Data using Machine Learning/11. Building a Custom Model.srt
2.0 kB
6. Deriving Insights from Unstructured Data using Machine Learning/12. Demo - Text Classification Done Three Ways.mp4
114 MB
6. Deriving Insights from Unstructured Data using Machine Learning/12. Demo - Text Classification Done Three Ways.srt
28 kB
7. Summary/1. Summary.mp4
199 kB
7. Summary/2. Course Summary.mp4
13 MB
7. Summary/2. Course Summary.srt
7.4 kB