Practical Fairness

preview-18
  • Practical Fairness Book Detail

  • Author : Aileen Nielsen
  • Release Date : 2020-12-01
  • Publisher : O'Reilly Media
  • Genre : Computers
  • Pages : 346
  • ISBN 13 : 1492075701
  • File Size : 4,4 MB

Practical Fairness by Aileen Nielsen PDF Summary

Book Description: Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessing to blackbox model audits. This book will guide you through the technical, legal, and ethical aspects of making your code fair and secure while highlighting cutting edge academic research and ongoing legal developments related to fairness and algorithms. There is mounting evidence that the widespread deployment of machine learning and artificial intelligence in business and government is reproducing the same biases we are trying to fight in the real world. For this reason, fairness is an increasingly important consideration for the data scientist. Yet discussions of what fairness means in terms of actual code are few and far between. This code will show you how to code fairly as well as cover basic concerns related to data security and privacy from a fairness perspective.

Disclaimer: www.yourbookbest.com does not own Practical Fairness 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.

Practical Fairness

Practical Fairness

File Size : 16,16 MB
Total View : 2039 Views
DOWNLOAD

Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realis

Practical Fairness

Practical Fairness

File Size : 70,70 MB
Total View : 1731 Views
DOWNLOAD

Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realis