Parallel Python with Dask: Perform distributed computing, concurrent programming and manage large dataset

Unlock the Power of Parallel Python with Dask: A Perfect Learning Guide for Aspiring Data Scientists Dask has revolutio

142 73 2MB

English Pages 290 Year 2023

Table of contents :
Parallel Python with Dask
Chapter 1: Introduction to Dask
Chapter 2: Dask Fundamentals
Chapter 3: Batch Data Parallel Processing with Dask
Chapter 4: Distributed Systems and Dask
Chapter 5: Advanced Dask: APIs and Building Blocks
Chapter 6: Integrated Libraries: Dask with Pandas
Chapter 7: Integrated Libraries: Dask with Scikit-learn
Chapter 8: Integrated Libraries: Dask and PyTorch
Chapter 9: Dask with GPUs
Chapter 10: Scaling Machine Learning Projects with Dask
Thank You
Index

Author / Uploaded
Tim Peters

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