Practical Fairness Book Reviews
Practical Fairness by Aileen Nielsen Book Summary
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.
Book Name | Practical Fairness |
Genre | Computers & Internet |
Author | Aileen Nielsen |
Published | 01 December 2020, Tuesday |
Language | English |
E-Book Size | 6.4 MB |
Practical Fairness (Aileen Nielsen) Book Reviews 2024
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Download Link | Book Format |
practical-fairness-ebook.pdf | |
practical-fairness-ebook.epub | EPUB |
practical-fairness-ebook.kindle | KINDLE |
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Summary of Practical Fairness by Aileen Nielsen
The Practical Fairness book written by Aileen Nielsen was published on 01 December 2020, Tuesday in the Computers & Internet category. A total of 20 readers of the book gave the book 0 points out of 5.
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