Books That A Data Scientist Should Read

Picture from web

This is a list of books:


📘 Data Analysis and Programming

Book TitleAuthor(s)Link
Python for Data AnalysisWes McKinneyLink
Data Science for BeginnersAndrew ParkLink
Data Science from ScratchJoel GrusLink
Fundamentals of Data VisualizationClaus O. WilkeLink
R for Data ScienceHadley Wickham et al.Link
A Hands-on Introduction to Big Data AnalyticsFunmi Obembe and Ofer EngelLink

Mathematics and Statistics

Book TitleAuthor(s)Link
Naked Statistics: Stripping the Dread from the DataCharles WheelanLink
Essential Math for Data ScienceHadrien JeanLink

Career

Book TitleAuthor(s)Link
Build a Career in Data ScienceEmily Robinson and Jacqueline NolisLink
The Data Science Handbook: Advice and Insights from 25 Amazing Data ScientistsCarl Shan et al.Link
Winning with Data Science: A Handbook for Business LeadersHoward Steven Friedman and Akshay SwaminathanLink
Becoming a Data Head: How to Think, Speak, and Understand Data Science, Statistics, and Machine LearningAlex J. Gutman and Jordan GoldmeierLink

Ethic

Book TitleAuthor(s)Link
Ethical Data ScienceAnne L. WashingtonLink
Data Science in Context: Foundations, Challenges, OpportunitiesAlfred Z. Spector et al.Link
The Art of Data ScienceRoger Peng and Elizabeth MatsuiLink

Did I miss a great book? Feel free to suggest one!

Mina Norouzirad
Mina Norouzirad
Researcher

A dedicated researcher and educator in the field of statistics