The Pragmatic Programmer for Machine Learning (Paperback)

Marco Scutari

ISBN 10: 0367255065 / ISBN 13: 9780367255060

Edité par Taylor & Francis Ltd, London, 2025

A propos de cet article

Paperback. 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. Machine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life, yet software engineering has played a remarkably small role compared to other disciplines. This book addresses such a disparity. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N° de réf. du vendeur 9780367255060

Détails bibliographiques

Titre : The Pragmatic Programmer for Machine ...

Éditeur : Taylor & Francis Ltd, London

Date d'édition : 2025

Reliure : Paperback

Etat : new