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The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions
Marco Scutari, Mauro Malvestio
Page: 356
Format: pdf, ePub, mobi, fb2
ISBN: 9780367255060
Publisher: CRC Press

Download or Read Online The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions Free Book (PDF ePub Mobi) by Marco Scutari, Mauro Malvestio
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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.

The Pragmatic Programmer for Machine Learning - Google Books
"The book provides a guide for data scientists and data analysts on modern software engineering to plan, implement, and improve the use of machine learning .
The Pragmatic Programmer for Machine Learning - Barnes & Noble
The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions discusses how modern software engineering practices are part of .
The Pragmatic Programmer for Machine Learning: Engineering .
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- .
The Pragmatic Programmer for Machine Learning - Quail Ridge Books
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 .
The Pragmatic Programmer for Machine Learning: Engineering .
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 .
The Pragmatic Programmer for Machine Learning
The book starts with a brief introduction to machine learning and software engineering, to set out how we view them and how we think that they should interact .
Chapman & Hall/CRC Machine Learning The Pragmatic .
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 .
[PDF] The Pragmatic Programmer for Machine Learning - calibre Library
|. Summary: “The book provides a guide for data scientists and data analysts on modern software engineering to plan, implement, and improve the use of machine .
The Pragmatic Programmer for Machine Learning
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 .
The Pragmatic Programmer for Machine Learning (Chapman & Hall .
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 .