Essentials of Data Science and Analytics: Statistical Tools, Machine Learning, and R-Statistical Software Overview

Editor/Author Sahay, Amar
Publication Year: 2021
Publisher: Business Expert Press

Single-User Purchase Price: $57.00
Unlimited-User Purchase Price: $85.50
ISBN: 978-1-63-157345-3
Category: Technology & Engineering - Technology
Image Count: 260
Book Status: Available
Table of Contents

This book combines the key concepts of data science and analytics to help you gain a practical understanding of these fields.

Share this

Table of Contents

  • Preface
  • Acknowledgments
  • Part I Data Science, Analytics, and Business Analytics
  • Chapter 1 Data Science and Its Scope
  • Chapter 2 Data Science, Analytics, and Business Analytics (BA)
  • Chapter 3 Business Analytics, Business Intelligence, and Their Relation to Data Science
  • Part II Understanding Data and Data Analysis Applications
  • Chapter 4 Understanding Data, Data Types, and Data-Related Terms
  • Chapter 5 Data Analysis Tools for Data Science and Analytics: Data Analysis Using Excel
  • Part III Data Visualization and Statistics for Data Science
  • Chapter 6 Basic Statistical Concepts for Data Science
  • Chapter 7 Descriptive Analytics_Visualizing Data Using Graphs and Charts
  • Chapter 8 Numerical Methods for Data Science Applications
  • Chapter 9 Applications of Probability in Data Science
  • Chapter 10 Discrete Probability Distributions Applications in Data Science
  • Chapter 11 Sampling and Sampling Distributions: Central Limit Theorem
  • Chapter 12 Estimation, Confidence Intervals, Hypothesis Testing
  • Part IV Introduction to Machine Learning and R-statistical Programming Software
  • Chapter 13 Basics of MachLearning (ML)
  • Chapter 14 R Statistical Programing Software for Data Science
  • Online References
  • Additional Readings
  • About the Author