Libro The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions (Cha De Scutari Marco,Malvestio Mauro

portada The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions (Chapman & Hall

Formato

Libro Físico

Editorial

Crc Press

Autor

Scutari Marco,Malvestio Mauro

Idioma

Inglés

N° páginas

340

Encuadernación

Tapa Blanda

ISBN13

9780367255060

N° edición

The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions (Chapman & Hall

Scutari Marco,Malvestio Mauro (Autor) · Crc Press · Tapa Blanda

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Reseña del libro "The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions (Chapman & Hall"

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.