Data Analysis with Machine Learning for Psychologists

Data Analysis with Machine Learning for Psychologists: Crash Course to Learn Python 3 and Machine Learning in 10 Hours

by Ghosh, Chandril

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Title Statements

  • Full title :Data Analysis with Machine Learning for Psychologists : Crash Course to Learn Python 3 and Machine Learning in 10 Hours.

Edition Statements

  • Publication Date:©2022.

Publication Statements

The Physical Object

  • Description:1 online resource (169 pages)

Edition Identifiers

  • ISBN:9783031146343, 3031146344
  • oclc:on1352977453
  • LC Classification:BF1-990
  • Dewey Decimal:004.02415

Table of Contents

Intro -- Acknowledgement -- Contents -- About the Author -- Chapter 1: Introduction -- 1.1 Before Getting Started -- 1.1.1 Overview (of Old Ways to Analyse Data and Some Problems Related to Them) -- 1.1.2 Who Am I? -- 1.1.3 How Did I Get There? -- 1.1.4 Who Is This Book For? -- 1.1.5 Who Is This Book NOT For? -- 1.1.6 What's Special You Get in This Book? -- 1.1.7 So, What Does This Book Have? -- 1.1.8 How to Best Make Use of This Book? -- 1.2 Types of Research Studies -- 1.2.1 Explanatory Research -- 1.2.2 Predictive Research -- 1.2.3 Exploratory Research -- 1.3 Data -- 1.3.1 To Collect or Not Collect Your Own Data -- 1.3.2 Where to Get the Data From? -- 1.3.3 Ways in Which Data Is Divided -- 1.3.4 Five Lessons -- 1.4 Statistics: A Refresher Before Getting into Machine Learning -- References -- Chapter 2: Python Programming -- 2.1 But Do I Have to Learn to Code for Data Analysis? -- 2.2 How to Install Python? -- 2.3 Variables -- 2.4 Operators -- 2.4.1 Arithmetic Operators -- 2.4.2 Comparison Operators -- 2.5 Statements -- 2.6 Loops -- 2.7 Data Structure -- 2.8 Methods and Functions (Built-Ins) in Python -- 2.8.1 Methods -- 2.8.2 Function -- 2.9 Error Resolution -- 2.10 Last Words …

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Writers

Ghosh, Chandril

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