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

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[FreeCoursesOnline Me] [Packt] Scalable Data Analysis in Python with Dask [FCO]
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Torrent File Content (46 files)

[FreeCoursesOnline.Me] [Packt] Scalable Data Analysis in Python with Dask [FCO]
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How you can help Team-FTU.txt -

237 bytes

01.Getting Started with Dask
0101.The Course Overview.mp4 -

47.32 MB

0102.Introduction to Dask.mp4 -

29.13 MB

0103.Features of Dask.mp4 -

20 MB

0104.Limitations of Dask.mp4 -

16.98 MB

0105.Setting Up Dask.mp4 -

21.21 MB

02.Understanding Dask Arrays
0201.Introduction to Blocked Algorithms.mp4 -

9.09 MB

0202.Hands-On with Dask Arrays.mp4 -

38.43 MB

0203.Digging Deeper into Dask Arrays.mp4 -

32.12 MB

0204.Performance Comparison with NumPy Arrays.mp4 -

20.52 MB

0205.Creating Universal NumPy Functions with Dask.mp4 -

25.89 MB

0206.Limitations of Dask Arrays.mp4 -

4.4 MB

03.Parallelizing Python Code with Dask
0301.Lazy Evaluation.mp4 -

8.06 MB

0302.Using dask.delayed.mp4 -

293.08 KB

0303.Understanding Task Graphs.mp4 -

27.88 MB

0304.Performance Analysis with dask.delayed.mp4 -

28.06 MB

04.Understanding Dask Dataframes
0401.Introduction to Dask Dataframes.mp4 -

4.63 MB

0402.Exploring Dask Dataframes.mp4 -

60.89 MB

0403.Creating Dask Dataframes.mp4 -

13.56 MB

0404.Loading Large Datasets with Dask Dataframes.mp4 -

34.27 MB

0405.Analyzing Data with Dask Dataframes.mp4 -

59.17 MB

0406.Limitations of Dask Dataframes.mp4 -

3.3 MB

05.Exploring Dask Bags
0501.Introduction to Dask Bags.mp4 -

6.76 MB

0502.Creating and Storing Dask Bags.mp4 -

29.69 MB

0503.Manipulating Dask Bags.mp4 -

36.78 MB

0504.Word Count Example Using Dask Bags.mp4 -

45.13 MB

0505.Manipulating JSON Data Using Dask Bags.mp4 -

78.43 MB

0506.Limitations of Dask Bags.mp4 -

21.43 MB

06.Distributed Computing with Dask
0601.Overview of Distributed Computing with Dask.mp4 -

6.64 MB

0602.Setting Up Your Dask Cluster.mp4 -

11.68 MB

0603.Understanding Dask Schedulers.mp4 -

33.01 MB

0604.Exploring Dask Dashboard UI.mp4 -

33.15 MB

0605.Limitations of dask.distributed.mp4 -

14.29 MB

07.Advance Dask Features
0701.Persisting Data.mp4 -

28.99 MB

0702.Combining Dask with Futures.mp4 -

19.29 MB

0703.Best Practices for Dask.mp4 -

4.16 MB

08.Machine Learning with Dask
0801.Introduction to Dask-ML.mp4 -

28.71 MB

0802.Using Dask-ML for Regression.mp4 -

18.21 MB

0803.Using Dask-ML for Classification.mp4 -

5.95 MB

0804.Hyper-Parameter Tuning Using Dask.mp4 -

75.88 MB

Exercise Files
exercise_files.zip -

1.39 MB

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

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