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[FreeCoursesOnline.Me] [Packt] Scalable Data Analysis in Python with Dask [FCO]

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视频 2020-6-25 01:11 2024-12-22 23:05 232 1003.37 MB 39
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文件列表
  1. 01.Getting Started with Dask/0101.The Course Overview.mp447.32MB
  2. 01.Getting Started with Dask/0102.Introduction to Dask.mp429.13MB
  3. 01.Getting Started with Dask/0103.Features of Dask.mp420MB
  4. 01.Getting Started with Dask/0104.Limitations of Dask.mp416.98MB
  5. 01.Getting Started with Dask/0105.Setting Up Dask.mp421.21MB
  6. 02.Understanding Dask Arrays/0201.Introduction to Blocked Algorithms.mp49.09MB
  7. 02.Understanding Dask Arrays/0202.Hands-On with Dask Arrays.mp438.43MB
  8. 02.Understanding Dask Arrays/0203.Digging Deeper into Dask Arrays.mp432.12MB
  9. 02.Understanding Dask Arrays/0204.Performance Comparison with NumPy Arrays.mp420.52MB
  10. 02.Understanding Dask Arrays/0205.Creating Universal NumPy Functions with Dask.mp425.89MB
  11. 02.Understanding Dask Arrays/0206.Limitations of Dask Arrays.mp44.4MB
  12. 03.Parallelizing Python Code with Dask/0301.Lazy Evaluation.mp48.06MB
  13. 03.Parallelizing Python Code with Dask/0302.Using dask.delayed.mp4293.08KB
  14. 03.Parallelizing Python Code with Dask/0303.Understanding Task Graphs.mp427.88MB
  15. 03.Parallelizing Python Code with Dask/0304.Performance Analysis with dask.delayed.mp428.06MB
  16. 04.Understanding Dask Dataframes/0401.Introduction to Dask Dataframes.mp44.63MB
  17. 04.Understanding Dask Dataframes/0402.Exploring Dask Dataframes.mp460.89MB
  18. 04.Understanding Dask Dataframes/0403.Creating Dask Dataframes.mp413.56MB
  19. 04.Understanding Dask Dataframes/0404.Loading Large Datasets with Dask Dataframes.mp434.27MB
  20. 04.Understanding Dask Dataframes/0405.Analyzing Data with Dask Dataframes.mp459.17MB
  21. 04.Understanding Dask Dataframes/0406.Limitations of Dask Dataframes.mp43.3MB
  22. 05.Exploring Dask Bags/0501.Introduction to Dask Bags.mp46.76MB
  23. 05.Exploring Dask Bags/0502.Creating and Storing Dask Bags.mp429.69MB
  24. 05.Exploring Dask Bags/0503.Manipulating Dask Bags.mp436.78MB
  25. 05.Exploring Dask Bags/0504.Word Count Example Using Dask Bags.mp445.13MB
  26. 05.Exploring Dask Bags/0505.Manipulating JSON Data Using Dask Bags.mp478.43MB
  27. 05.Exploring Dask Bags/0506.Limitations of Dask Bags.mp421.43MB
  28. 06.Distributed Computing with Dask/0601.Overview of Distributed Computing with Dask.mp46.64MB
  29. 06.Distributed Computing with Dask/0602.Setting Up Your Dask Cluster.mp411.68MB
  30. 06.Distributed Computing with Dask/0603.Understanding Dask Schedulers.mp433.01MB
  31. 06.Distributed Computing with Dask/0604.Exploring Dask Dashboard UI.mp433.15MB
  32. 06.Distributed Computing with Dask/0605.Limitations of dask.distributed.mp414.29MB
  33. 07.Advance Dask Features/0701.Persisting Data.mp428.99MB
  34. 07.Advance Dask Features/0702.Combining Dask with Futures.mp419.29MB
  35. 07.Advance Dask Features/0703.Best Practices for Dask.mp44.16MB
  36. 08.Machine Learning with Dask/0801.Introduction to Dask-ML.mp428.71MB
  37. 08.Machine Learning with Dask/0802.Using Dask-ML for Regression.mp418.21MB
  38. 08.Machine Learning with Dask/0803.Using Dask-ML for Classification.mp45.95MB
  39. 08.Machine Learning with Dask/0804.Hyper-Parameter Tuning Using Dask.mp475.88MB
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