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Data Preparation For Machine Learning: Data Cleaning, Feature Selection, And Data Transforms In Python - Research Book

Data Preparation For Machine Learning: Data Cleaning, Feature Selection, And Data Transforms In Python - Research Book

Great Research Book in Data Preparation For Machine Learning: Data Cleaning, Feature Selection, And Data Transforms In Python

Author(s) Name:  Jason Brownlee

About the Book:

   Data preparation involves transforming raw data in to a form that can be modeled using machine learning algorithms. Cut through the equations, Greek letters, and confusion, and discover the specialized data preparation techniques that you need to know to get the most out of your data on your next project.
   Using clear explanations, standard Python libraries, and step-by-step tutorial lessons, you will discover how to confidently and effectively prepare your data for predictive modeling with machine learning.

Table of Contents

  • Data Cleaning
  • Feature Selection
  • Data Transforms
  • Advanced Transforms
  • Dimensionality Reduction

    • ISBN:  

    Publisher:  Machine Learning Mastery

    Year of Publication:  2020

    Book Link:  Home Page Url