Machine learning refined

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With its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental knowledge and practical tools needed to conduct research and build data-driven products. The authors prioritize geometric intuition and algorithmic thinking, and include detail on all the essential mathematical prerequisites, to offer a fresh and accessible way to learn. Practical applications are emphasized, with examples from disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology. Over 300 color illustrations are included and have been meticulously designed to enable an intuitive grasp of technical concepts, and over 100 in-depth coding exercises (in Python) provide a real understanding of crucial machine learning algorithms. A suite of online resources including sample code, data sets, interactive lecture slides, and a solutions manual are provided online, making this an ideal text both for graduate courses on machine learning and for individual reference and self-study.

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Machine Learning: A First Course for Engineers and Scientists

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Prijs: 84.7 Nu voor: € 80.83

This book introduces machine learning for readers with some background in basic linear algebra statistics probability and programming in a coherent statistical framework it covers a selection of supervised machine learning methods from the most fundamental k nn decision trees linear and logi Uiterlijk 23 januari in huis .. MEER INFO

Institute of Mathematical Statistics MonographsSeries Number 6- Computer Age Statistical Inference, Student Edition

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The twenty first century has seen a breathtaking expansion of statistical methodology both in scope and influence data science and machine learning have become familiar terms in the news as statistical methods are brought to bear upon the enormous data sets of modern science and commerce how Uiterlijk 24 januari in huis .. MEER INFO