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16 Best Data Mining Books of All Time


Our goal: Find the best Data Mining books according to the internet (not just one random person's opinion).

    Here's what we did:
  1. Type "best data mining books" into our search engine and study the top 5+ pages.
  2. Add only the books mentioned 2+ times.
  3. Rank the results neatly for you here! 😊
    (It was a lot of work. But hey! That's why we're here, right?)

(Updated 2024)

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Last Updated: Monday 1 Jan, 2024

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  3. Best Data Mining Books
  1. 1
    Introduction to Data Mining

    Introduction to Data Mining

    Pang-Ning Tan

    Appears in 5 articles
  2. 2
    Data Science for Business

    Data Science for Business

    What You Need to Know about Data Mining and Data-Analytic Thinking

    Foster Provost

    Appears in 4 articles
  3. 3
    Data Mining

    Data Mining

    Practical Machine Learning Tools and Techniques

    Ian H. Witten

    Appears in 4 articles
  4. 4
    Data Mining Techniques

    Data Mining Techniques

    For Marketing, Sales, and Customer Relationship Management

    Gordon S. Linoff

    Appears in 4 articles
  5. 5
    Data Mining

    Data Mining

    The Textbook

    Charu C. Aggarwal

    Appears in 4 articles
  6. MOST RECOMMENDED!
    6
    The Elements of Statistical Learning

    The Elements of Statistical Learning

    Data Mining, Inference, and Prediction

    Trevor Hastie

    Appears in 3 articles
    1recommender
  7. 7
    Mining the Social Web

    Mining the Social Web

    Data Mining Facebook, Twitter, LinkedIn, Instagram, GitHub, and More

    Matthew A. Russell

    Appears in 3 articles
  8. 8
    Mining of Massive Datasets

    Mining of Massive Datasets

    Jure Leskovec

    Appears in 3 articles
  9. 9
    Data Mining with Rattle and R

    Data Mining with Rattle and R

    The Art of Excavating Data for Knowledge Discovery

    Graham Williams

    Appears in 3 articles
  10. 10
    A Programmer's Guide to Data Mining

    A Programmer's Guide to Data Mining

    Ron Zacharski

    Appears in 3 articles
  11. 11
    An Introduction to Statistical Learning

    An Introduction to Statistical Learning

    with Applications in R

    Daniela Witten

    Appears in 2 articles
  12. 12
    Modeling with Data

    Modeling with Data

    Tools and Techniques for Scientific Computing

    Ben Klemens

    Appears in 2 articles
  13. 13
    Inductive Logic Programming

    Inductive Logic Programming

    Filip Železný

    Appears in 2 articles
  14. 14
    Data Mining

    Data Mining

    Concepts and Techniques

    Jiawei Han

    Appears in 2 articles
  15. 15
    Big Data, Data Mining, and Machine Learning

    Big Data, Data Mining, and Machine Learning

    Value Creation for Business Leaders and Practitioners

    Jared Dean

    Appears in 2 articles
  16. 16
    Bayesian Methods for Hackers

    Bayesian Methods for Hackers

    Probabilistic Programming and Bayesian Inference

    Cameron Davidson-Pilon

    Appears in 2 articles

Sources

  1. bnbjoint.com
  2. Top 10 Data Mining Books You Should Read In 2020blog.insaid.co
  3. The 14 Best Data Mining Books Based on Real User Reviewssolutionsreview.com
  4. 15 Best Data Mining Books To Learn Data Mining - DataFlairdata-flair.training
  5. Jigsaw is now Part of UNext | UNextwww.jigsawacademy.com

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