Scaling Python with Dask

preview-18
  • Scaling Python with Dask Book Detail

  • Author : Holden Karau
  • Release Date : 2023-07-19
  • Publisher : "O'Reilly Media, Inc."
  • Genre : Computers
  • Pages : 210
  • ISBN 13 : 1098119835
  • File Size : 28,28 MB

Scaling Python with Dask by Holden Karau PDF Summary

Book Description: Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including NumPy, pandas, and scikit-learn. Authors Holden Karau and Mika Kimmins show you how to use Dask computations in local systems and then scale to the cloud for heavier workloads. This practical book explains why Dask is popular among industry experts and academics and is used by organizations that include Walmart, Capital One, Harvard Medical School, and NASA. With this book, you'll learn: What Dask is, where you can use it, and how it compares with other tools How to use Dask for batch data parallel processing Key distributed system concepts for working with Dask Methods for using Dask with higher-level APIs and building blocks How to work with integrated libraries such as scikit-learn, pandas, and PyTorch How to use Dask with GPUs

Disclaimer: www.yourbookbest.com does not own Scaling Python with Dask books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Scaling Python with Dask

Scaling Python with Dask

File Size : 94,94 MB
Total View : 9820 Views
DOWNLOAD

Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage t

Scaling Python with Ray

Scaling Python with Ray

File Size : 49,49 MB
Total View : 4110 Views
DOWNLOAD

Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-pu

Data Science with Python and Dask

Data Science with Python and Dask

File Size : 46,46 MB
Total View : 6583 Views
DOWNLOAD

Summary Dask is a native parallel analytics tool designed to integrate seamlessly with the libraries you're already using, including Pandas, NumPy, and Scikit-L

Practical Data Science with Python 3

Practical Data Science with Python 3

File Size : 97,97 MB
Total View : 883 Views
DOWNLOAD

Gain insight into essential data science skills in a holistic manner using data engineering and associated scalable computational methods. This book covers the

Image Processing Masterclass with Python

Image Processing Masterclass with Python

File Size : 67,67 MB
Total View : 4684 Views
DOWNLOAD

Over 50 problems solved with classical algorithms + ML / DL models KEY FEATURESÊ _ Problem-driven approach to practice image processing.Ê _ Practical usage of