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Statistics for Machine Learning - Research Book

Statistics for Machine Learning - Research Book

Good Research Book in Statistics for Machine Learning

Author(s) Name:  Pratap Dangeti

About the Book:

   Complex statistics in Machine Learning worry a lot of developers. Knowing statistics helps you build strong Machine Learning models that are optimized for a given problem statement. This book will teach you all it takes to perform complex statistical computations required for Machine Learning.
   You will gain information on statistics behind supervised learning, unsupervised learning, reinforcement learning, and more. Understand the real-world examples that discuss the statistical side of Machine Learning and familiarize yourself with it. You will also design programs for performing tasks such as model, parameter fitting, regression, classification, density collection, and more.
   By the end of the book, you will have mastered the required statistics for Machine Learning and will be able to apply your new skills to any sort of industry problem.

Table of Contents

  • Journey from Statistics to Machine Learning
  • Statistical terminology for model building and validation
  • Machine learning
  • Major differences between statistical modeling and machine learning
  • Steps in machine learning model development and deployment
  • Statistical fundamentals and terminology for model building and validation

    • ISBN:  9781788295758

    Publisher:  Packt Publishing

    Year of Publication:  2017

    Book Link:  Home Page Url