Resources for Data Analysis

Tools for Data Analysis

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