[ FreeCourseWeb ] Data Science and Machine Learning - Mathematical and Statistical Methods (True EPUB)

  • CategoryOther
  • TypeE-Books
  • LanguageEnglish
  • Total size30.1 MB
  • Uploaded Byfreecoursewb
  • Downloads90
  • Last checkedJun. 25th '20
  • Date uploadedJun. 23rd '20
  • Seeders 1
  • Leechers0

Infohash : 3E9CCE0CF6F9E6FB6CD90C6C85AB60A2834AF1E2

[ FreeCourseWeb.com ] Data Science and Machine Learning: Mathematical and Statistical Methods (True EPUB)

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English | 2020 | ISBN-13: 978-1138492530 | 532 Pages | True (EPUB) | 30.35 MB

"This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right notes: the choice of topics is up-to-date and perfect for a course on data science for mathematics students at the advanced undergraduate or early graduate level. This book fills a sorely-needed gap in the existing literature by not sacrificing depth for breadth, presenting proofs of major theorems and subsequent derivations, as well as providing a copious amount of Python code. I only wish a book like this had been around when I first began my journey!" -Nicholas Hoell, University of Toronto

"This is a well-written book that provides a deeper dive into data-scientific methods than many introductory texts. The writing is clear, and the text logically builds up regularization, classification, and decision trees. Compared to its probable competitors, it carves out a unique niche. -Adam Loy, Carleton College

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