{"product_id":"the-pragmatic-programmer-for-machine-learning-engineering-analytics-and-data-science-solutions-hardcover","title":"The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions - Hardcover","description":"\u003cp\u003eby \u003cb\u003eMarco Scutari\u003c\/b\u003e (Author), \u003cb\u003eMauro Malvestio\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eMachine learning has redefined the way we work with data and is increasingly becoming an indispensable part of everyday life. \u003cstrong\u003eThe Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions \u003c\/strong\u003ediscusses how modern software engineering practices are part of this revolution both conceptually and in practical applictions.\u003c\/p\u003e\u003cp\u003eComprising 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.\u003c\/p\u003e\u003cp\u003eFrom 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.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eMarco Scutari\u003c\/strong\u003e is a Senior Researcher at Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA), Switzerland. He has held positions in statistics, statistical genetics and machine learning in the UK and Switzerland since completing his PhD in statistics in 2011. His research focuses on the theory of Bayesian networks and their applications to biological and clinical data, as well as statistical computing and software engineering.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eMauro Malvestio \u003c\/strong\u003eis a senior technologist based in Milan, Italy, with more than 15 years of experience in software engineering and IT operations in consulting and product companies as a CTO. His research focuses on software engineering, machine learning systems, embedded systems and cloud computing.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 340\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.81 x 9.21 x 6.14 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e March 31, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51755602444576,"sku":"9780367263508","price":170.08,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/315c161530c323ffa5494fb1200633b2.webp?v=1780063339","url":"https:\/\/ebocreations.com\/products\/the-pragmatic-programmer-for-machine-learning-engineering-analytics-and-data-science-solutions-hardcover","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}