Machine Learning: Concepts, Tools And Data Visualization

Released on by Minsoo Kang
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  • Machine Learning: Concepts, Tools And Data Visualization Book Detail

  • Author : Minsoo Kang
  • Release Date : 2021-03-16
  • Publisher : World Scientific
  • Genre : Computers
  • Pages : 296
  • ISBN 13 : 9811228167
  • File Size : 39,39 MB
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Machine Learning: Concepts, Tools And Data Visualization by Minsoo Kang PDF Summary

Book Description: This set of lecture notes, written for those who are unfamiliar with mathematics and programming, introduces the reader to important concepts in the field of machine learning. It consists of three parts. The first is an overview of the history of artificial intelligence, machine learning, and data science, and also includes case studies of well-known AI systems. The second is a step-by-step introduction to Azure Machine Learning, with examples provided. The third is an explanation of the techniques and methods used in data visualization with R, which can be used to communicate the results collected by the AI systems when they are analyzed statistically. Practice questions are provided throughout the book.

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This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities of machine le