Resources for Data Science

Data Science is the extraction of knowledge from data

It employs techniques and theories drawn from many fields within the broad areas of

    Computer Science

    Data Mining

    Machine Learning

    Mathematics

    Statistics

    Visualization

Websites

Online Courses

Journal

E-Books

  • 8 Essential Concepts of Big Data and Hadoop
  • Algorithms and Data Structures
  • Application of Big Data for National Security
  • Applied Predictive Modeling
  • Applied Spatial Data Analysis with R
  • Bayesian Reasoning and Machine Learning
  • Big Data Now: 2014 Edition
  • Course in Machine Learning
  • Data Analysis in Management with SPSS Software
  • Data Analytics Handbook: Data Analyst + Data Scientist
  • Data Mining with Rattle and R: The Art of Excavating Data for Knowledge Discovery
  • Data Scientist: The Numbers Game Deciphered
  • Field Guide to Data Science, The
  • Gaussian Processes for Machine Learning
  • Hadoop Explained
  • Information Theory, Inference, and Learning Algorithms
  • Introduction to Machine Learning
  • Introduction to Statistical Learning: with Applications in R
  • Machine Learning: A Bayesian and Optimization Perspective
  • Machine Learning in Action
  • Mining of Massive Datasets
  • Model-Based Machine Learning
  • Modeling With Data
  • Programmer’s Guide to Data Mining
  • R for Business Analytics
  • Realtime Data Mining
  • Social Network Data Analytics
  • Statistical Models for Data Analysis
  • Think Bayes, Bayesian Statistics Made Simple
  • Twitter Data Analytics