9798899062148 - data science and machine learning: mathematical and statistical methods: ds & ml de dr. b. k. sharma (4 resultados)
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Librería: Ria Christie Collections, Uxbridge, Reino UnidoRia Christie Collections
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EUR 36,82
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Librería: AHA-BUCH GmbH, Einbeck, AlemaniaAHA-BUCH GmbH
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EUR 54,31
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Taschenbuch. Condición: Neu. Neuware - 'Data Science and Machine Learning: Mathematical and Statistical Methods' is a comprehensive guide that emphasizes the theoretical foundations of data science and machine learning. The book is ideal for students, researchers, and professionals who aim to build a strong mathematical understa…nding of core concepts in these rapidly growing fields. It bridges the gap between theory and practice by combining mathematical rigor with practical applications.The text delves deeply into essential topics such as probability theory, linear algebra, calculus, and statistical inference - all of which form the backbone of data science. These concepts are not just introduced but are thoroughly explored with clear explanations, proofs, and illustrative examples. A significant portion of the book is dedicated to regression analysis, classification methods, clustering techniques, and dimensionality reduction, which are fundamental tools in machine learning.One of the key strengths of the book is its focus on the mathematical intuition behind machine learning algorithms. Readers are guided through the derivation of algorithms like linear regression, logistic regression, support vector machines, principal component analysis, and k-means clustering. It also introduces more advanced topics such as Bayesian methods, kernel methods, and elements of deep learning from a mathematical viewpoint.
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Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de AmericaPBShop.store US
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EUR 40,84
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PAP. Condición: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Librería: PBShop.store UK, Fairford, GLOS, Reino UnidoPBShop.store UK
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EUR 38,80
Envío por EUR 3,79Se envía de Reino Unido a Estados Unidos de AmericaCantidad disponible: Más de 20 disponibles
PAP. Condición: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
