Top Data Analysis books curated by experts

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

Curated by industry experts
Proven learning resources
Updated annually

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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.

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.

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.

Developing Analytic Talent: Becoming a Data Scientist

Developing Analytic Talent: Becoming a Data Scientist

Recommended by the experts and mentors at MentorCruise.

$Weapons of Math Destruction$

Weapons of Math Destruction

Weapons of Math Destruction

Recommended by the experts and mentors at MentorCruise.

Storytelling with Data: A Data Visualization Guide for Business Professionals

Storytelling with Data: A Data Visualization Guide for Business Professionals

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.

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.

Business UnIntelligence: Insight and Innovation Beyond Analytics and Big Data

Business UnIntelligence: Insight and Innovation Beyond Analytics and Big Data

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.

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

Augment your Data Analysis books

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Cheng Qian

Top Mentor Medal

Manager-Data Scientist at McDonald's

10 years of experience in Data Analytics and Data Science

In 2025 by far: I've helped 12 mentees received DA/DS offers! 🎉 In 2024: I've helped 16 mentees received DA/DS offers, 4 received multiple offers! 🎉🎉 Hello! 👋🙂 I'm a professional in Data Sci…

Machine Learning Data Science Data Analytics Data Analysis

Starting from

$180 /month

Only 4 spots left

Leoson Hoay

Top Mentor Medal

Consultant (Data Science and AI) at Diffusion Venture Studio

Speaks English, Chinese, Japanese

Interdisciplinary Data Scientist, VC Consultant

Hello there! 你好！はじめまして! I am a Tech Consultant and Senior Data Scientist, and previously a Tech Lead at the University of Chicago Urban Labs. I am passionate about leveraging technology to solve h…

Data Science LLM AI Machine Learning

Starting from

$180 /month

Only 2 spots left

Jennifer Nguyen

Top Mentor Medal

Principal Data Scientist at Microsoft

Helping data scientists navigate and develop their careers

Hi there, Are you looking for additional support to navigate your data science career? Do you feel you can't speak to your manager freely? Are you feeling a bit confused on how to take your career…

Data Science Data Analysis Machine Learning Statistics

Starting from

$180 /month

Only 4 spots left

Sherwyn Dsouza

Response Time

Quick Responder

Software Engineer - ML Exploration at Stripe

ML/Data/SWE Experience @ Stripe, Meta, Shopify, Wealthsimple

👋 Nice to meet you! I'm Sherwyn, and I'd love to chat about how we can take your career to the next level. My experience: 💳 Various companies, from fast-growing fintech startups like Stripe and W…

Career Job Search Interview Preparation Machine Learning

Starting from

$280 /month

Only 4 spots left

Hema Ramrakhyani

Top Mentor Medal

Principal Technical Program Manager at Amazon

Top Mentor on MentorCruise (TPM space), trusted by 55+ mentees | 20+ years of TPM experience | FAANG | Amazon

Hi there, I’m Hema, and here to empower your tech career, whether you’re aiming for Big Tech or another exciting venture. With 20+ years of versatile experience in technical program management acr…

Technical Interviews Software Architecture Technical Program Management System Design

Starting from

$160 /month

Gaurav Verma

Top Mentor Medal

Senior Data Engineer at Amazon

10 years of experience with data engineering on AWS building big data platforms and analytics solutions.

Supercharge your transition into data engineering with Gaurav, a passionate Senior Data Engineer at Amazon. With 10 years of experience, Gaurav excels in designing data platforms, implementing archit…

Data Engineering AWS Data Analytics Big Data

Starting from

$180 /month

Only 3 spots left

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