FreeCoursesOnline Me Packt Scalable Data Analysis in Python with Dask FCO

FreeCoursesOnline Me Packt Scalable Data Analysis in Python with Dask FCO

Name	[FreeCoursesOnline.Me] [Packt] Scalable Data Analysis in Python with Dask [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.1 GB
Total Files	46
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Hash	1DA8D6BA45354D7DF5BB65C8E3B79F59A057C4E6

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/01.Getting Started with Dask/
0101.The Course Overview.mp4	49.6 MB
0102.Introduction to Dask.mp4	30.5 MB
0103.Features of Dask.mp4	21.0 MB
0104.Limitations of Dask.mp4	17.8 MB
0105.Setting Up Dask.mp4	22.2 MB
/02.Understanding Dask Arrays/
0201.Introduction to Blocked Algorithms.mp4	9.5 MB
0202.Hands-On with Dask Arrays.mp4	40.3 MB
0203.Digging Deeper into Dask Arrays.mp4	33.7 MB
0204.Performance Comparison with NumPy Arrays.mp4	21.5 MB
0205.Creating Universal NumPy Functions with Dask.mp4	27.1 MB
0206.Limitations of Dask Arrays.mp4	4.6 MB
/03.Parallelizing Python Code with Dask/
0301.Lazy Evaluation.mp4	8.5 MB
0302.Using dask.delayed.mp4	300.1 KB
0303.Understanding Task Graphs.mp4	29.2 MB
0304.Performance Analysis with dask.delayed.mp4	29.4 MB
/04.Understanding Dask Dataframes/
0401.Introduction to Dask Dataframes.mp4	4.9 MB
0402.Exploring Dask Dataframes.mp4	63.8 MB
0403.Creating Dask Dataframes.mp4	14.2 MB
0404.Loading Large Datasets with Dask Dataframes.mp4	35.9 MB
0405.Analyzing Data with Dask Dataframes.mp4	62.0 MB
0406.Limitations of Dask Dataframes.mp4	3.5 MB
/05.Exploring Dask Bags/
0501.Introduction to Dask Bags.mp4	7.1 MB
0502.Creating and Storing Dask Bags.mp4	31.1 MB
0503.Manipulating Dask Bags.mp4	38.6 MB
0504.Word Count Example Using Dask Bags.mp4	47.3 MB
0505.Manipulating JSON Data Using Dask Bags.mp4	82.2 MB
0506.Limitations of Dask Bags.mp4	22.5 MB
/06.Distributed Computing with Dask/
0601.Overview of Distributed Computing with Dask.mp4	7.0 MB
0602.Setting Up Your Dask Cluster.mp4	12.2 MB
0603.Understanding Dask Schedulers.mp4	34.6 MB
0604.Exploring Dask Dashboard UI.mp4	34.8 MB
0605.Limitations of dask.distributed.mp4	15.0 MB
/07.Advance Dask Features/
0701.Persisting Data.mp4	30.4 MB
0702.Combining Dask with Futures.mp4	20.2 MB
0703.Best Practices for Dask.mp4	4.4 MB
/08.Machine Learning with Dask/
0801.Introduction to Dask-ML.mp4	30.1 MB
0802.Using Dask-ML for Regression.mp4	19.1 MB
0803.Using Dask-ML for Classification.mp4	6.2 MB
0804.Hyper-Parameter Tuning Using Dask.mp4	79.6 MB
/Exercise Files/
exercise_files.zip	1.5 MB
Total files 46