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01.Getting Started with Dask/0101.The Course Overview.mp4
47.32MB
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01.Getting Started with Dask/0102.Introduction to Dask.mp4
29.13MB
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01.Getting Started with Dask/0103.Features of Dask.mp4
20MB
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01.Getting Started with Dask/0104.Limitations of Dask.mp4
16.98MB
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01.Getting Started with Dask/0105.Setting Up Dask.mp4
21.21MB
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02.Understanding Dask Arrays/0201.Introduction to Blocked Algorithms.mp4
9.09MB
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02.Understanding Dask Arrays/0202.Hands-On with Dask Arrays.mp4
38.43MB
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02.Understanding Dask Arrays/0203.Digging Deeper into Dask Arrays.mp4
32.12MB
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02.Understanding Dask Arrays/0204.Performance Comparison with NumPy Arrays.mp4
20.52MB
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02.Understanding Dask Arrays/0205.Creating Universal NumPy Functions with Dask.mp4
25.89MB
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02.Understanding Dask Arrays/0206.Limitations of Dask Arrays.mp4
4.4MB
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03.Parallelizing Python Code with Dask/0301.Lazy Evaluation.mp4
8.06MB
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03.Parallelizing Python Code with Dask/0302.Using dask.delayed.mp4
293.08KB
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03.Parallelizing Python Code with Dask/0303.Understanding Task Graphs.mp4
27.88MB
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03.Parallelizing Python Code with Dask/0304.Performance Analysis with dask.delayed.mp4
28.06MB
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04.Understanding Dask Dataframes/0401.Introduction to Dask Dataframes.mp4
4.63MB
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04.Understanding Dask Dataframes/0402.Exploring Dask Dataframes.mp4
60.89MB
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04.Understanding Dask Dataframes/0403.Creating Dask Dataframes.mp4
13.56MB
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04.Understanding Dask Dataframes/0404.Loading Large Datasets with Dask Dataframes.mp4
34.27MB
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04.Understanding Dask Dataframes/0405.Analyzing Data with Dask Dataframes.mp4
59.17MB
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04.Understanding Dask Dataframes/0406.Limitations of Dask Dataframes.mp4
3.3MB
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05.Exploring Dask Bags/0501.Introduction to Dask Bags.mp4
6.76MB
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05.Exploring Dask Bags/0502.Creating and Storing Dask Bags.mp4
29.69MB
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05.Exploring Dask Bags/0503.Manipulating Dask Bags.mp4
36.78MB
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05.Exploring Dask Bags/0504.Word Count Example Using Dask Bags.mp4
45.13MB
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05.Exploring Dask Bags/0505.Manipulating JSON Data Using Dask Bags.mp4
78.43MB
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05.Exploring Dask Bags/0506.Limitations of Dask Bags.mp4
21.43MB
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06.Distributed Computing with Dask/0601.Overview of Distributed Computing with Dask.mp4
6.64MB
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06.Distributed Computing with Dask/0602.Setting Up Your Dask Cluster.mp4
11.68MB
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06.Distributed Computing with Dask/0603.Understanding Dask Schedulers.mp4
33.01MB
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06.Distributed Computing with Dask/0604.Exploring Dask Dashboard UI.mp4
33.15MB
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06.Distributed Computing with Dask/0605.Limitations of dask.distributed.mp4
14.29MB
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07.Advance Dask Features/0701.Persisting Data.mp4
28.99MB
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07.Advance Dask Features/0702.Combining Dask with Futures.mp4
19.29MB
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07.Advance Dask Features/0703.Best Practices for Dask.mp4
4.16MB
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08.Machine Learning with Dask/0801.Introduction to Dask-ML.mp4
28.71MB
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08.Machine Learning with Dask/0802.Using Dask-ML for Regression.mp4
18.21MB
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08.Machine Learning with Dask/0803.Using Dask-ML for Classification.mp4
5.95MB
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08.Machine Learning with Dask/0804.Hyper-Parameter Tuning Using Dask.mp4
75.88MB
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Exercise Files/exercise_files.zip
1.39MB
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