Grokking Machine Learning (Manning)
Monday, 17 January 2022

This book shows how to apply Machine Learning to projects using only standard Python code and high school-level math. Luis G. Serrano's hands-on exercises use Python and readily available ML tools, and no specialist knowledge is required to tackle them. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert.

<ASIN:1617295914>

 

Author: Luis G. Serrano
Publisher: Manning
Date: December 2021
Pages: 512
ISBN: 978-1617295911
Print: 1617295914
Kindle: B09L8NNBQ3
Audience: Python developers interested in machine learning
Level: Intermediate/Advanced
Category: Artificial Intelligence

  • Supervised algorithms for classifying and splitting data
  • Methods for cleaning and simplifying data
  • Machine learning packages and tools
  • Neural networks and ensemble methods for complex datasets

 

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Python Distilled (Addison-Wesley)

Author: David Beazley
Publisher: Addison-Wesley
Date: September 2021
Pages: 352
ISBN: 978-0134173276
Print: 0134173279
Rating: 4
Reviewer: Alex Armstrong
Python isn't a big language but it's getting bigger all the time.



Introduction to Game Design, Prototyping, and Development 2nd Ed

Author: Jeremy Gibson Bond
Publisher: Addison Wesley
Pages: 1024
ISBN: 978-0134659862
Print: 0134659864
Kindle: B074WBLTPG
Audience: Game developers
Rating: 1 or 5 (see conclusion)
Reviewer: David Conrad
Unity, my fellow programmers... the graphics engine that is. This is a mixed book and give [ ... ]


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