Millennium Technology Group LLC

Data Literacy for Data Science

Recommended Data Science Books & Publications

  • Creating a Data-Driven Organization  - Carl Anderson
  • Data Literacy Fundamentals - by Ben Jones
  • Humble Pi - by Matt Parker
  • Factfullness - by Hans Rosling
  • The Art of Statistics: How to Learn from Data - by  David Spiegelhalter
  • Storytelling with Data - by Cole Nussbaumer Knaflic
  • Five Frogs on a Log: A CEO's Field Guide to Accelerating the Transition in Mergers, Acquisitions And Gut Wrenching Change - by  Mark L. Feldman and  Michael F. Spratt
  • How Not to Be Wrong: The Power of Mathematical Thinking - by Jordan Ellenberg
  • Errors, Blunders, and Lies - by David Salsburg
  • Statistical Analysis with R for Dummies - by Joseph Schmuller, PhD.
  • The Lady Tasting Tea - How Statistics Revolutionized Science in the Twentieth Century - by David Salsburg
  • naked statistics - Stripping the Dread from the Data - Charles Wheelan
  • Data Science for Business - Foster Provost & Tom Fawcett
  • Mastering Data Analysis with R - Gergely Daróczi
  • The Elements of Statistical Learning Data Mining, Inference, and Prediction - Trevor Hastie, Robert Tibshirani, Jerome Friedman
  • Practical Data Science with R - Nina Zumel, John Mount
  • Introduction to Empirical Bayes - Examples from Baseball Statistics - David Robinson
  • R Cookbook - O’Reilly
  • R Graphics Cookbook - O’Reilly
  • Data-Driven Security Analytics: Analysis, Visualization and Dashboards - Jay Jacobs, Bob Rudis
  • Machine Learning for Hackers - Drew Conway, John Myles White
  • An Introduction to Statistical Learning with Applications in R- Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani
  • The Art of R Programming: A Tour of Statistical Software Design - Norman Matloff
  • Visualizing Complex Data Using R - N.D. Lewis
  • R in a Nutshell - O’Reilly
  • R for Everyone - Jared P. Lander
  • R Programming for Data Science - Roger D. Peng
  • The R Book - Michael J Crawley
  • Statistics in a Nutshell - Sarah Boslaugh
  • Big Data Analytics Using Splunk: Deriving Operational Intelligence - Peter Zadrozny, Rahgu Kodali
  • Pro Git Second Edition - Scott Chacon, Ben Straub

"Data is not information, information is not knowledge, knowledge is not understanding, understanding is not wisdom."

Clifford Stoll