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Data Science on Google Cloud Platform - Building Data Pipelines

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视频 2019-8-17 13:34 2024-12-22 21:52 141 152.75 MB 35
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文件列表
  1. 4.3. Setting Up Dataflow/14.Setting up Python.mp412.32MB
  2. 1.Introduction/01.What goes into a data pipeline.mp46.55MB
  3. 1.Introduction/02.Data science modules covered.mp43.37MB
  4. 2.1. GCP Data Pipeline Products/03.GCP data pipeline options.mp42.91MB
  5. 2.1. GCP Data Pipeline Products/04.Cloud Dataproc.mp42.06MB
  6. 2.1. GCP Data Pipeline Products/05.Cloud Dataflow.mp42.23MB
  7. 2.1. GCP Data Pipeline Products/06.Cloud Pub_Sub.mp42.07MB
  8. 3.2. Apache Beam/07.What is Apache Beam.mp42.76MB
  9. 3.2. Apache Beam/08.Beam pipelines.mp41.16MB
  10. 3.2. Apache Beam/09.PCollections.mp42.08MB
  11. 3.2. Apache Beam/10.Transforms.mp42.32MB
  12. 3.2. Apache Beam/11.Pipeline I_O.mp42.2MB
  13. 3.2. Apache Beam/12.Runners.mp42.26MB
  14. 4.3. Setting Up Dataflow/13.Setting up GCP for Dataflow.mp46.17MB
  15. 4.3. Setting Up Dataflow/15.Creating a simple pipeline.mp49.68MB
  16. 4.3. Setting Up Dataflow/16.Executing in Dataflow.mp410.53MB
  17. 5.4. Data Processing with Beam and Dataflow/17.Reading text files.mp47.58MB
  18. 5.4. Data Processing with Beam and Dataflow/18.ParDo.mp46.14MB
  19. 5.4. Data Processing with Beam and Dataflow/19.GroupBy.mp45.22MB
  20. 5.4. Data Processing with Beam and Dataflow/20.Map.mp44.47MB
  21. 5.4. Data Processing with Beam and Dataflow/21.Combine.mp44.33MB
  22. 5.4. Data Processing with Beam and Dataflow/22.Writing data to text files.mp43.42MB
  23. 5.4. Data Processing with Beam and Dataflow/23.Other capabilities.mp43.15MB
  24. 6.5. Cloud Pub_Sub/24.What is Pub_Sub.mp43.17MB
  25. 6.5. Cloud Pub_Sub/25.Topics and messages.mp43.47MB
  26. 6.5. Cloud Pub_Sub/26.Publishers.mp42.77MB
  27. 6.5. Cloud Pub_Sub/27.Subscribers.mp42.8MB
  28. 6.5. Cloud Pub_Sub/28.Create a topic.mp42.86MB
  29. 6.5. Cloud Pub_Sub/29.Create a subscription.mp43.43MB
  30. 6.5. Cloud Pub_Sub/30.Publish and receive.mp43.68MB
  31. 6.5. Cloud Pub_Sub/31.Python SDK.mp49.35MB
  32. 7.6. Streaming with Dataflow/32.Streaming with Dataflow.mp42.66MB
  33. 7.6. Streaming with Dataflow/33.Windowing with Dataflow.mp42.98MB
  34. 7.6. Streaming with Dataflow/34.Streaming and windowing example.mp48.09MB
  35. 8.Conclusion/35.Next steps.mp42.51MB
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