The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions (Chapman And Hall/crc Machine Learning And Pattern Recognition Ser.)

By: Marco Scutari and Mauro Malvestio

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Synopsis: Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life. The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions discusses how modern software engineering practices are part of this revolution both conceptually and in practical applictions. Comprising a broad overview of how to design machine learning pipelines as well as the state-of-the-art tools we use to make them, this book provides a multi-disciplinary view of how traditional software engineering can be adapted to and integrated with the workflows of domain experts and probabilistic models. From choosing the right hardware to designing effective pipelines architectures and adopting software development best practices, this guide will appeal to machine learning and data science specialists, whilst also laying out key high-level principlesin a way that is approachable for students of computer science and aspiring programmers.

Book Quality:: Publisher Quality
Book Size:: 340 Pages
ISBN-13:: 9781000852523
Related ISBNs:: 9780429292835, 9780367263508, 9780367255060
Publisher:: CRC Press
Date of Addition:: 12/08/23
Copyrighted By:: Marco Scutari and Mauro Malvestio
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Business and Finance, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.