Google Cloud Platform Big Data and Machine Learning Fundamentals

1. 6. Deriving Insights from Unstructured Data using Machine Learning/12. Demo - Text Classification Done Three Ways.mp4 116.96 MB
2. 2. Introduction to Google Cloud Platform/11. Choosing the Right Approach.mp4 55.98 MB
3. 2. Introduction to Google Cloud Platform/04. Demo - Creating a VM on Compute Engine.mp4 54.17 MB
4. 2. Introduction to Google Cloud Platform/03. Compute Power for Analytic and ML Workloads.mp4 48.84 MB
5. 3. Recommending Products using Cloud SQL and Spark/02. How Businesses Use Recommendation Systems.mp4 42.84 MB
6. 4. Predict Visitor Purchases Using BigQuery ML/03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.mp4 41.65 MB
7. 4. Predict Visitor Purchases Using BigQuery ML/05. Demo - Exploring Bike Share Data with SQL.mp4 38.42 MB
8. 2. Introduction to Google Cloud Platform/13. Activity - Explore a Customer Use Case.mp4 35.67 MB
9. 3. Recommending Products using Cloud SQL and Spark/05. Move From On-Premise to Google Cloud Platform.mp4 27.38 MB
10. 4. Predict Visitor Purchases Using BigQuery ML/09. Demo - Analyzing Lightning Strikes with BigQuery GIS.mp4 27.28 MB
11. 6. Deriving Insights from Unstructured Data using Machine Learning/02. Where is Unstructured ML used in business-.mp4 26.89 MB
12. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/08. Demo - Data Studio Walkthrough.mp4 26.82 MB
13. 2. Introduction to Google Cloud Platform/14. The Different Data Roles in an Organization.mp4 22.55 MB
14. 3. Recommending Products using Cloud SQL and Spark/07. Challenge- Utilizing and tuning on-premise clusters.mp4 22.49 MB
15. 4. Predict Visitor Purchases Using BigQuery ML/02. Introduction to BigQuery.mp4 22.37 MB
16. 4. Predict Visitor Purchases Using BigQuery ML/11. Predicting Customer Lifetime Value.mp4 22.25 MB
17. 6. Deriving Insights from Unstructured Data using Machine Learning/06. Demo - Using ML Building Blocks.mp4 22.17 MB
18. 2. Introduction to Google Cloud Platform/02. Introduction to Google Cloud Platform.mp4 21.17 MB
19. 4. Predict Visitor Purchases Using BigQuery ML/12. BigQueryML - Create Models with SQL.mp4 21.01 MB
20. 1. Introduction to the Data and Machine Learning on Google Cloud Course/2. Course Introduction.mp4 20.54 MB
21. 3. Recommending Products using Cloud SQL and Spark/04. ML for Recommending Housing Rentals.mp4 20.22 MB
22. 6. Deriving Insights from Unstructured Data using Machine Learning/08. Customizing Pre-built Models with AutoML.mp4 19.02 MB
23. 3. Recommending Products using Cloud SQL and Spark/06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.mp4 18.75 MB
24. 3. Recommending Products using Cloud SQL and Spark/03. Introduction to Machine Learning.mp4 18.66 MB
25. 2. Introduction to Google Cloud Platform/12. What you can do with GCP.mp4 17.77 MB
26. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/02. Modern Data Pipeline Challenges.mp4 17.09 MB
27. 4. Predict Visitor Purchases Using BigQuery ML/10. Choosing a ML Model Type for Structured Data.mp4 16.57 MB
28. 2. Introduction to Google Cloud Platform/08. Evolution of Google Cloud Big Data Tools.mp4 16.30 MB
29. 6. Deriving Insights from Unstructured Data using Machine Learning/03. How Does ML on Unstructured Data Work-.mp4 15.06 MB
30. 6. Deriving Insights from Unstructured Data using Machine Learning/07. Using Pre-built AI to Create a Chatbot.mp4 14.74 MB
31. 4. Predict Visitor Purchases Using BigQuery ML/14. BigQuery ML - Key Features Walkthrough.mp4 14.72 MB
32. 6. Deriving Insights from Unstructured Data using Machine Learning/05. Comparing Approaches to ML.mp4 14.63 MB
33. 4. Predict Visitor Purchases Using BigQuery ML/07. BigQuery Managed Storage.mp4 14.23 MB
34. 4. Predict Visitor Purchases Using BigQuery ML/06. Data Quality.mp4 13.58 MB
35. 7. Summary/2. Course Summary.mp4 13.02 MB
36. 2. Introduction to Google Cloud Platform/06. Build on Google's Global Network.mp4 12.93 MB
37. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/03. Message-oriented Architectures with Cloud Pub-Sub.mp4 12.05 MB
38. 2. Introduction to Google Cloud Platform/09. Getting Started With GCP And Qwiklabs.mp4 11.54 MB
39. 2. Introduction to Google Cloud Platform/05. Elastic Storage with Google Cloud Storage.mp4 11.44 MB
40. 6. Deriving Insights from Unstructured Data using Machine Learning/04. Demo - ML built into Google Photos.mp4 10.77 MB
41. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/06. Visualizing Insights with Data Studio.mp4 10.68 MB
42. 4. Predict Visitor Purchases Using BigQuery ML/04. BigQuery - Fast SQL Engine.mp4 10.62 MB
43. 4. Predict Visitor Purchases Using BigQuery ML/08. Insights from Geographic Data.mp4 10.56 MB
44. 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 10.16 MB
45. 3. Recommending Products using Cloud SQL and Spark/08. Move storage off-cluster with Google Cloud Storage.mp4 9.94 MB
46. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/04. Designing Streaming Pipelines with Apache Beam.mp4 9.64 MB
47. 4. Predict Visitor Purchases Using BigQuery ML/13. Phases in ML Model Lifecycle.mp4 9.54 MB
48. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/05. Implementing Streaming Pipelines on Cloud Dataflow.mp4 8.96 MB
49. 2. Introduction to Google Cloud Platform/07. Security - On-premise vs Cloud-native.mp4 7.98 MB
50. 6. Deriving Insights from Unstructured Data using Machine Learning/11. Building a Custom Model.mp4 5.52 MB