A list of books and resources that are available online for learning Data Science:
Industry
- Mc Kinsey Big data: The next frontier for innovation, competition, and productivity Website
- O’Reilly Big Data Now: 2012 Edition. Website
- IBM Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data. Website
- Pentaho Real-Time Big Data Analytics: Emerging Architecture. Website
Academia
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Trevor Hastie, Robert Tibshirani, and Jerome Friedman. Website
- Data stream Mining: A practical approach. Website, Download
- Introduction to Information Retrieval: Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze. Website
- Mining Massive Data Sets: Anand Rajaraman and Jeff Ullman, and Jure Leskovec. Website