best big data books in 2025

Discover the best big data books in 2025 to stay ahead in data-driven industries. Our top 10 selection covers everything from data architecture and real-time analytics to Hadoop, Spark, and cloud-based data solutions. Whether you're a data engineer, analyst, or tech enthusiast, these books offer expert insights, up-to-date case studies, and practical tools for mastering large-scale data processing. Each recommendation is tailored to help you thrive in today’s evolving big data ecosystem.

 Everybody Lies

Everybody Lies

Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are Kindle Edition by Seth Stephens-Davidowitz (Author) Format: Kindle Edition

⭐⭐⭐⭐☆ (6,161+ reviews)
 Big Data

Big Data

A Revolution That Will Transform How We Live, Work, and Think Kindle Edition by Viktor Mayer-Schönberger (Author), Kenneth Cukier (Author)

⭐⭐⭐⭐☆ (1433+ reviews)
Generative Deep Learning

Mastering Big Data

Strategies for Effective Database Management Kindle Edition by Heather Gyorgak (Author)

⭐⭐⭐⭐☆ (27+ reviews)
 Big Data

Big Data

Principles and best practices of scalable realtime data systems 1st Edition, Kindle Edition by James Warren (Author), Nathan Marz (Author)

⭐⭐⭐⭐☆ (101+ reviews)
  Big Data For Dummies

Big Data For Dummies

1st Edition by Judith S. Hurwitz (Author), Alan Nugent (Author), Fern Halper (Author)

⭐⭐⭐⭐☆ (225+ reviews)
  Deep Learning

Big Data

Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance 1st Edition, Kindle Edition by Bernard Marr (Author)

⭐⭐⭐⭐☆ (284+ reviews)
  The Enterprise Big Data Lake

The Enterprise Big Data Lake

Delivering the Promise of Big Data and Data Science 1st Edition, Kindle Edition by Alex Gorelik (Author)

⭐⭐⭐⭐☆ (89+ reviews)
  Designing Data-Intensive Applications

Designing Data-Intensive Applications

The Big Ideas Behind Reliable, Scalable, and Maintainable Systems 1st Edition, Kindle Edition by Martin Kleppmann (Author)

⭐⭐⭐⭐☆ (5,156+ reviews)
  Big Data

Big Data

Revolutionizing the Future by Parvati Mishra (Author)

  Big Data in Practice

Big Data in Practice

How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results 1st Edition, Kindle Edition by Bernard Marr (Author)

⭐⭐⭐⭐☆ (154+ reviews)

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