Top Data Analysis books recommended by experts

At MentorCruise, we are all about making the most out of the experience of others. As part of that, we've connected and asked dozens of experts and professionals about their favourite Data Analysis books – and here are the answers.

Table of Contents

Fundamentals of Data Analysis

Understanding the concepts of Data Analysis starts with understanding the fundamentals. On your way to mastery, it's crucial for you to understand how certain concepts were derived, and why things work like they do. Starting with these resources is the best way to do so.

R for Data Science

R for Data Science

Recommended by the experts and mentors at MentorCruise

Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

Recommended by the experts and mentors at MentorCruise

Developing Analytic Talent: Becoming a Data Scientist

Developing Analytic Talent: Becoming a Data Scientist

Recommended by the experts and mentors at MentorCruise

Artificial Intelligence: A Guide for Thinking Humans

Artificial Intelligence: A Guide for Thinking Humans

Recommended by the experts and mentors at MentorCruise

The Hundred-page Machine Learning Book

The Hundred-page Machine Learning Book

Recommended by the experts and mentors at MentorCruise

Big Data: A Revolution That Will Transform How We Live, Work, and Think

Big Data: A Revolution That Will Transform How We Live, Work, and Think

Recommended by the experts and mentors at MentorCruise

Additional Data Analysis Reading

These books are not required for you to learn Data Analysis, but they are highly recommended for you to deepen your knowledge.

Head First Data Analysis: A Learner's Guide to Big Numbers, Statistics, and Good Decisions

Head First Data Analysis: A Learner's Guide to Big Numbers, Statistics, and Good Decisions

Recommended by the experts and mentors at MentorCruise

Python for Data Analysis

Python for Data Analysis

Recommended by the experts and mentors at MentorCruise

Naked Statistics: Stripping the Dread from the Data

Naked Statistics: Stripping the Dread from the Data

Recommended by the experts and mentors at MentorCruise

This list is curated by MentorCruise and can include Amazon affiliate links. Have any other suggestions? Add here.

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Hello! I'm Rohit Garg, a seasoned engineering leader with over 12 years of experience in leading high-performing engineering teams, strategic planning, big data science & engineering, and AI/ML integration. Currently, I spearhead the data engineering efforts for AI Training Infrastructure & PyTorch at Meta, where I drive technical vision and …

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