Arjun Srivastava's Library

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
Pedro Domingos
"Wonderfully erudite, humorous, and easy to read." --KDNuggetsIn the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want,...

The Signal and the Noise: The Art and Science of Prediction
Nate Silver
The International Bestseller by 'The Galileo of number crunchers' (Independent)Every time we choose a route to work, decide whether to go on a second date, or set aside money for a rainy day, we are making a prediction about the future. Yet from the...

Statistical Analysis With Missing Data
Roderick J. A. Little and Donald B. Rubin
* Emphasizes the latest trends in the field. * Includes a new chapter on evolving methods. * Provides updated or revised material in most of the chapters.