Google Cloud Platform Big Data and Machine Learning Fundamentals

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