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Google Cloud Platform Big Data and Machine Learning Fundamentals

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  1. 6. Deriving Insights from Unstructured Data using Machine Learning/12. Demo - Text Classification Done Three Ways.mp4 114MB
  2. 2. Introduction to Google Cloud Platform/11. Choosing the Right Approach.mp4 55MB
  3. 2. Introduction to Google Cloud Platform/04. Demo - Creating a VM on Compute Engine.mp4 53MB
  4. 2. Introduction to Google Cloud Platform/03. Compute Power for Analytic and ML Workloads.mp4 48MB
  5. 3. Recommending Products using Cloud SQL and Spark/02. How Businesses Use Recommendation Systems.mp4 42MB
  6. 4. Predict Visitor Purchases Using BigQuery ML/03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.mp4 41MB
  7. 4. Predict Visitor Purchases Using BigQuery ML/05. Demo - Exploring Bike Share Data with SQL.mp4 38MB
  8. 2. Introduction to Google Cloud Platform/13. Activity - Explore a Customer Use Case.mp4 35MB
  9. 3. Recommending Products using Cloud SQL and Spark/05. Move From On-Premise to Google Cloud Platform.mp4 27MB
  10. 4. Predict Visitor Purchases Using BigQuery ML/09. Demo - Analyzing Lightning Strikes with BigQuery GIS.mp4 27MB
  11. 6. Deriving Insights from Unstructured Data using Machine Learning/02. Where is Unstructured ML used in business-.mp4 26MB
  12. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/08. Demo - Data Studio Walkthrough.mp4 26MB
  13. 2. Introduction to Google Cloud Platform/14. The Different Data Roles in an Organization.mp4 22MB
  14. 3. Recommending Products using Cloud SQL and Spark/07. Challenge- Utilizing and tuning on-premise clusters.mp4 22MB
  15. 4. Predict Visitor Purchases Using BigQuery ML/02. Introduction to BigQuery.mp4 22MB
  16. 4. Predict Visitor Purchases Using BigQuery ML/11. Predicting Customer Lifetime Value.mp4 22MB
  17. 6. Deriving Insights from Unstructured Data using Machine Learning/06. Demo - Using ML Building Blocks.mp4 22MB
  18. 2. Introduction to Google Cloud Platform/02. Introduction to Google Cloud Platform.mp4 21MB
  19. 4. Predict Visitor Purchases Using BigQuery ML/12. BigQueryML - Create Models with SQL.mp4 21MB
  20. 1. Introduction to the Data and Machine Learning on Google Cloud Course/2. Course Introduction.mp4 20MB
  21. 3. Recommending Products using Cloud SQL and Spark/04. ML for Recommending Housing Rentals.mp4 20MB
  22. 6. Deriving Insights from Unstructured Data using Machine Learning/08. Customizing Pre-built Models with AutoML.mp4 19MB
  23. 3. Recommending Products using Cloud SQL and Spark/06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.mp4 18MB
  24. 3. Recommending Products using Cloud SQL and Spark/03. Introduction to Machine Learning.mp4 18MB
  25. 2. Introduction to Google Cloud Platform/12. What you can do with GCP.mp4 17MB
  26. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/02. Modern Data Pipeline Challenges.mp4 17MB
  27. 4. Predict Visitor Purchases Using BigQuery ML/10. Choosing a ML Model Type for Structured Data.mp4 16MB
  28. 2. Introduction to Google Cloud Platform/08. Evolution of Google Cloud Big Data Tools.mp4 16MB
  29. 6. Deriving Insights from Unstructured Data using Machine Learning/03. How Does ML on Unstructured Data Work-.mp4 15MB
  30. 6. Deriving Insights from Unstructured Data using Machine Learning/07. Using Pre-built AI to Create a Chatbot.mp4 14MB
  31. 4. Predict Visitor Purchases Using BigQuery ML/14. BigQuery ML - Key Features Walkthrough.mp4 14MB
  32. 6. Deriving Insights from Unstructured Data using Machine Learning/05. Comparing Approaches to ML.mp4 14MB
  33. 4. Predict Visitor Purchases Using BigQuery ML/07. BigQuery Managed Storage.mp4 14MB
  34. 4. Predict Visitor Purchases Using BigQuery ML/06. Data Quality.mp4 13MB
  35. 7. Summary/2. Course Summary.mp4 13MB
  36. 2. Introduction to Google Cloud Platform/06. Build on Google's Global Network.mp4 13MB
  37. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/03. Message-oriented Architectures with Cloud Pub-Sub.mp4 12MB
  38. 2. Introduction to Google Cloud Platform/09. Getting Started With GCP And Qwiklabs.mp4 11MB
  39. 2. Introduction to Google Cloud Platform/05. Elastic Storage with Google Cloud Storage.mp4 11MB
  40. 6. Deriving Insights from Unstructured Data using Machine Learning/04. Demo - ML built into Google Photos.mp4 11MB
  41. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/06. Visualizing Insights with Data Studio.mp4 10MB
  42. 4. Predict Visitor Purchases Using BigQuery ML/04. BigQuery - Fast SQL Engine.mp4 10MB
  43. 4. Predict Visitor Purchases Using BigQuery ML/08. Insights from Geographic Data.mp4 10MB
  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 10MB
  45. 3. Recommending Products using Cloud SQL and Spark/08. Move storage off-cluster with Google Cloud Storage.mp4 10MB
  46. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/04. Designing Streaming Pipelines with Apache Beam.mp4 9MB
  47. 4. Predict Visitor Purchases Using BigQuery ML/13. Phases in ML Model Lifecycle.mp4 9MB
  48. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/05. Implementing Streaming Pipelines on Cloud Dataflow.mp4 9MB
  49. 2. Introduction to Google Cloud Platform/07. Security - On-premise vs Cloud-native.mp4 8MB
  50. 6. Deriving Insights from Unstructured Data using Machine Learning/11. Building a Custom Model.mp4 5MB
  51. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/07. Creating Charts with Data Studio.mp4 5MB
  52. 3. Recommending Products using Cloud SQL and Spark/09. Lab - Recommending Products Using Cloud SQL and Spark.mp4 5MB
  53. 6. Deriving Insights from Unstructured Data using Machine Learning/09. Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.mp4 909KB
  54. 6. Deriving Insights from Unstructured Data using Machine Learning/01. Deriving Insights from Unstructured Data using Machine Learning.mp4 234KB
  55. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/01. Real-time Dashboards with Pub_Sub, Dataflow, and Data Studio.mp4 233KB
  56. 4. Predict Visitor Purchases Using BigQuery ML/01. Predicting Visitor Purchases with Classification using BigQuery ML.mp4 233KB
  57. 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 230KB
  58. 3. Recommending Products using Cloud SQL and Spark/01. Product Recommendations using Cloud SQL and Spark.mp4 228KB
  59. 4. Predict Visitor Purchases Using BigQuery ML/15. Lab- Predicting Visitor Purchases with a Classification Model with BigQuery ML.mp4 228KB
  60. 6. Deriving Insights from Unstructured Data using Machine Learning/10. Lab- Classifying Images of Clouds in the Cloud with AutoML Vision.mp4 222KB
  61. 3. Recommending Products using Cloud SQL and Spark/10. Lab- Recommending Products Using Cloud SQL and Spark.mp4 221KB
  62. 2. Introduction to Google Cloud Platform/01. Introduction to Google Cloud Platform.mp4 221KB
  63. 2. Introduction to Google Cloud Platform/10. Lab- Exploring a BigQuery Public Dataset.mp4 215KB
  64. 1. Introduction to the Data and Machine Learning on Google Cloud Course/1. Course Overview.mp4 208KB
  65. 7. Summary/1. Summary.mp4 199KB
  66. 6. Deriving Insights from Unstructured Data using Machine Learning/12. Demo - Text Classification Done Three Ways.srt 28KB
  67. 4. Predict Visitor Purchases Using BigQuery ML/05. Demo - Exploring Bike Share Data with SQL.srt 19KB
  68. 2. Introduction to Google Cloud Platform/04. Demo - Creating a VM on Compute Engine.srt 18KB
  69. 4. Predict Visitor Purchases Using BigQuery ML/03. Demo - Query 2 Billion Lines of Code in Less Than 30 Seconds.srt 18KB
  70. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/08. Demo - Data Studio Walkthrough.srt 13KB
  71. 4. Predict Visitor Purchases Using BigQuery ML/09. Demo - Analyzing Lightning Strikes with BigQuery GIS.srt 12KB
  72. 3. Recommending Products using Cloud SQL and Spark/05. Move From On-Premise to Google Cloud Platform.srt 12KB
  73. 2. Introduction to Google Cloud Platform/03. Compute Power for Analytic and ML Workloads.srt 12KB
  74. 6. Deriving Insights from Unstructured Data using Machine Learning/08. Customizing Pre-built Models with AutoML.srt 10KB
  75. 3. Recommending Products using Cloud SQL and Spark/06. Demo - From Zero to an Apache Spark Job in 10 Minutes or Less.srt 10KB
  76. 3. Recommending Products using Cloud SQL and Spark/04. ML for Recommending Housing Rentals.srt 10KB
  77. 6. Deriving Insights from Unstructured Data using Machine Learning/06. Demo - Using ML Building Blocks.srt 10KB
  78. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/03. Message-oriented Architectures with Cloud Pub-Sub.srt 9KB
  79. 4. Predict Visitor Purchases Using BigQuery ML/02. Introduction to BigQuery.srt 9KB
  80. 2. Introduction to Google Cloud Platform/14. The Different Data Roles in an Organization.srt 9KB
  81. 2. Introduction to Google Cloud Platform/13. Activity - Explore a Customer Use Case.srt 8KB
  82. 4. Predict Visitor Purchases Using BigQuery ML/07. BigQuery Managed Storage.srt 8KB
  83. 4. Predict Visitor Purchases Using BigQuery ML/11. Predicting Customer Lifetime Value.srt 8KB
  84. 4. Predict Visitor Purchases Using BigQuery ML/10. Choosing a ML Model Type for Structured Data.srt 8KB
  85. 3. Recommending Products using Cloud SQL and Spark/07. Challenge- Utilizing and tuning on-premise clusters.srt 8KB
  86. 4. Predict Visitor Purchases Using BigQuery ML/14. BigQuery ML - Key Features Walkthrough.srt 8KB
  87. 2. Introduction to Google Cloud Platform/05. Elastic Storage with Google Cloud Storage.srt 8KB
  88. 3. Recommending Products using Cloud SQL and Spark/02. How Businesses Use Recommendation Systems.srt 8KB
  89. 6. Deriving Insights from Unstructured Data using Machine Learning/07. Using Pre-built AI to Create a Chatbot.srt 7KB
  90. 7. Summary/2. Course Summary.srt 7KB
  91. 4. Predict Visitor Purchases Using BigQuery ML/06. Data Quality.srt 7KB
  92. 1. Introduction to the Data and Machine Learning on Google Cloud Course/2. Course Introduction.srt 7KB
  93. 2. Introduction to Google Cloud Platform/11. Choosing the Right Approach.srt 7KB
  94. 3. Recommending Products using Cloud SQL and Spark/03. Introduction to Machine Learning.srt 7KB
  95. 4. Predict Visitor Purchases Using BigQuery ML/04. BigQuery - Fast SQL Engine.srt 7KB
  96. 6. Deriving Insights from Unstructured Data using Machine Learning/02. Where is Unstructured ML used in business-.srt 6KB
  97. 4. Predict Visitor Purchases Using BigQuery ML/12. BigQueryML - Create Models with SQL.srt 6KB
  98. 2. Introduction to Google Cloud Platform/08. Evolution of Google Cloud Big Data Tools.srt 6KB
  99. 3. Recommending Products using Cloud SQL and Spark/08. Move storage off-cluster with Google Cloud Storage.srt 6KB
  100. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/04. Designing Streaming Pipelines with Apache Beam.srt 6KB
  101. 2. Introduction to Google Cloud Platform/09. Getting Started With GCP And Qwiklabs.srt 6KB
  102. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/06. Visualizing Insights with Data Studio.srt 5KB
  103. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/05. Implementing Streaming Pipelines on Cloud Dataflow.srt 5KB
  104. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/02. Modern Data Pipeline Challenges.srt 5KB
  105. 6. Deriving Insights from Unstructured Data using Machine Learning/03. How Does ML on Unstructured Data Work-.srt 5KB
  106. 2. Introduction to Google Cloud Platform/12. What you can do with GCP.srt 4KB
  107. 2. Introduction to Google Cloud Platform/02. Introduction to Google Cloud Platform.srt 4KB
  108. 6. Deriving Insights from Unstructured Data using Machine Learning/05. Comparing Approaches to ML.srt 4KB
  109. 4. Predict Visitor Purchases Using BigQuery ML/13. Phases in ML Model Lifecycle.srt 4KB
  110. 2. Introduction to Google Cloud Platform/06. Build on Google's Global Network.srt 4KB
  111. 5. Real-time IoT Dashboards with Pub-Sub, Dataflow, and Data Studio/07. Creating Charts with Data Studio.srt 4KB
  112. 2. Introduction to Google Cloud Platform/07. Security - On-premise vs Cloud-native.srt 4KB
  113. 4. Predict Visitor Purchases Using BigQuery ML/08. Insights from Geographic Data.srt 4KB
  114. 3. Recommending Products using Cloud SQL and Spark/09. Lab - Recommending Products Using Cloud SQL and Spark.srt 2KB
  115. 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 2KB
  116. 6. Deriving Insights from Unstructured Data using Machine Learning/04. Demo - ML built into Google Photos.srt 2KB
  117. 6. Deriving Insights from Unstructured Data using Machine Learning/11. Building a Custom Model.srt 2KB
  118. 6. Deriving Insights from Unstructured Data using Machine Learning/09. Lab - Classifying Images of Clouds in the Cloud with AutoML Vision.srt 602B