More than 100 data science, analytics, big data, visualization books
Also, coming soon (March 2014), my data science book published by Wiley, full of new material. I have written 6.5 chapters out of 8 so far, and I will share the table of content in our next weekly digest. This 300+ pages book will be our reference book for our data science apprenticeship.
A section of my bookcase
Book and journal listing
Books at the top tend to be more recent. Feel free to add your book.
- Implementing Analytics
- Visualizing Data
- Data Mining Discovering and Visualizing Patterns with Python
- Data Science for Business
- A Concise Guide to Compositional Data Analysis
- Alternative Methods of Regression
- How Algorithms Came to Rule Our World
- Machine Learning and Statistics, by Lion Solver
- Applied Data Science | Columbia University Course
- Analyzing the Analyzers
- Two books on programming interviews
- Forecasting: principles and practice
- Big Data Journal
- Three data science journals
- Practical Data Science with R
- Machine Learning plus Intelligent Optimization
- Advanced Database Marketing
- Predictive Analytics: Microsoft Excel
- Two new data science books from CRC Press
- Delivering Business Analytics: Practical Guidelines for Best Practice
- Secrets of the Big Data Revolution
- My O'Reilly book collection
- I could not resist adding this book
- Two new books on data analysis with open source
- 60 statistics textbooks
- 5 books on data visualization
- Forbes' recommended list
- Naked Statistics: Stripping the Dread from the Data
- Business Analytics: A Practitioner's Guide
- SAS Books
- A Practitioner's Guide to Business Analytics
- Mining of Massive Data Sets
- Two interesting books
- Hadoop in Practice
- Improving Accuracy Through Combining Predictions
- 30 statistics handbooks
- Causality
- Handbook of Engineering Statistics
- 16 books for statistical consultants
- Three popular data mining books
- Statistics for Non-Statisticians
- A few new books from the CRC Press
- New journal: Decision Analytics
- Machine Learning in Action
- Big Data - Principles and best practices of scalable realtime data ...
- Handbook of Data Intensive Computing
- Practical Text Mining and Statistical Analysis for Non-structured T...
- New books on design of experiments (DOE)
- Data Mining: Concepts and Techniques
- Keyword Intelligence: Keyword Research for Search, Social, and Beyond
- Journal of Data Science
- Data Mining (Wiley / IEEE)
- Big Data Now: Current Perspectives from O'Reilly Radar
- Great statistics reference book covering a lot of topics
- The R Journal
- Data Analysis with Open Source Tools
- Competing on Analytics: The New Science of Winning
- Presenting to Win: The Art of Telling Your Story
- Information Visualization
- Encyclopedia of Machine Learning
- Analyzing Data from Facebook, Twitter, Linkedin, and Other Social M...
- Handbook of Natural Language Processing
- Mining of Massive Datasets (free)
- Business Analytics for Managers
- Handbook of Fitting Statistical Distributions with R (1,718 pages)
- Data Mining Techniques in CRM: Inside Customer Segmentation
- 10 new data mining books from IGI
- Handbook of Statistical Analysis and Data Mining Applications
Another section of my bookcase:
Comment
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Comment by Ruan on November 29, 2014 at 1:56am -
Thanks sir.
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Comment by Steven Mills on May 22, 2014 at 10:07am -
Check out our free ebook, The Field Guide to Data Science - http://www.boozallen.com/insights/insight-detail/data-science-field...
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Comment by Steven Paul Sanderson II on December 16, 2013 at 3:25pm -
Great list, I'll be coming through it again in order to check through Amazon.
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Comment by Bill Schmarzo on December 5, 2013 at 6:25pm -
Don't know if it deserves to be on the list or not, but "Big Data: Understanding How Data Powers Big Business" provides a How To guide to help organizations understand how the insights gleaned from big data can power their key business processes and uncover monetization opportunities. The book provides pragmatic advice, techniques, methodologies, use cases, worksheets and even training materials to help organizations envision and prioritize their big data use cases.
Here's the link:
http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118739574.html
Thanks for considering.
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Comment by Tony DiLoreto on November 8, 2013 at 12:07pm -
Nice list - I have about 25% of these now. Which do you recommend as "must haves" from your list? Maybe 3-5.
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Comment by Stanley K on November 7, 2013 at 2:52pm -
Very impressive list.
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Comment by Vincent Granville on November 7, 2013 at 9:33am -
A few additions:
- "Interactive Data Visualization for the Web" by Scott Murray -http://shop.oreilly.com/product/0636920026938.do
- "Art of R Programming" by Norman Matloff's - http://nostarch.com/artofr.htm
- "Data Science for Business" by Foster Provost, Tom Fawcett - http://shop.oreilly.com/product/0636920028918.do
- "The functional art" by Alberto Cairo - http://www.thefunctionalart.com/p/about-book.htm
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Comment by Dr. Mohan K. Bavirisetty on November 7, 2013 at 8:24am -
I recommend "KEEPING UP WITH THE QUANTS Your Guide to Understanding and Using Analytics" by Thomas H. Davenport
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Comment by James Rutt on November 7, 2013 at 8:15am
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Can't wait for the book Vincent. You've done a yeoman's job with this site and I find myself scouring it constantly. Can't wait for the apprenticeship.
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Comment by Jack Golding on November 6, 2013 at 4:47pm -
Really excited about your book Vincent, I've found your material on these topics to be extremely valuable and honest.
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