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

255 54 2MB

English Pages 290 Year 2023

Author / Uploaded
Tim Peters

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

Polecaj historie

Concurrent, parallel and distributed computing 9781774695777, 9781774694480

The book "Concurrent, Parallel, and Distributed Computing" offers an excellent overview of the various areas o

1,379 250 8MB Read more

Parallel and High Performance Programming with Python: Unlock parallel and concurrent programming in Python using multithreading, CUDA, Pytorch and Dask. (English Edition) 9789388590730, 9388590732

Unleash the capabilities of Python and its libraries for solving high performance computational problems. Key Features

372 134 4MB Read more

Parallel And Distributed Computing

1,721 144 3MB Read more

Distributed Computing with Python 9781785889691, 1785889699

Key Features You'll learn to write data processing programs in Python that are highly available, reliable, and faul

1,892 284 8MB Read more

Python Parallel Programming Cookbook: Over 70 recipes to solve asynchronous programming and distributed computing problems with Python 3 [2 ed.] 1789533732, 978-1789533736

Implement effective programming techniques in Python to build scalable software that saves time and memory Key Features

1,704 139 5MB Read more

Cyber Security in Parallel and Distributed Computing 9781119488057

Today cybersecurity is one of the prime concerns for any organization, whether governmental or private sector; and for t

774 35 5MB Read more

Data science at scale with python and dask 9781617295607, 1617295604

Summary Dask is a native parallel analytics tool designed to integrate seamlessly with the libraries you're alread

1,081 218 19MB Read more

Parallel programming with Python: develop efficient parallel systems using the robust Python environment 9781783288397, 1783288396, 9781783288403, 178328840X

A fast, easy-to-follow and clear tutorial to help you develop Parallel computing systems using Python. Along with explai

2,302 421 2MB Read more

Python parallel programming cookbook: master efficient parallel programming to build powerful applications using Python 9781785289583, 1785289586, 9781785286728, 1785286722

Master efficient parallel programming to build powerful applications using Python About This Book * Design and implement

1,690 312 7MB Read more

Python parallel programming cookbook: master efficient parallel programming to build powerful applications using Python 9781785289583, 1785289586, 9781785286728, 1785286722

Master efficient parallel programming to build powerful applications using Python About This Book * Design and implement

119 23 10MB Read more