Building Machine Learning Systems with Python

Building Machine Learning Systems with Python, 2nd edition (2016)

Academic / Programming

Author(s): Luis Pedro Coelho & Willi Richert

Miscellaneous techniques for machine learning with python including music classification, sentiment analysis, computer vision, etc... 

Superintelligence

Superintelligence: Paths, Dangers, Strategies (2014)

Non-Fiction

Author(s): Nick Bostrom

The book explores the ways to achieve artificial intelligence, how it would affect the human race for good or bad and what should we do about it.

Large Scale Machine Learning with Python

Large Scale Machine Learning with Python (2016)

Academic / Programming

Author(s):  Bastiaan Sjardin & Luca Massaron

Great book about analyzing big databases and machine learning when working on a single not-too-prowerful computer. The book covers the implementation of many online machine learning algorithms like SVM, Random Forests and Neural Networks. It Also features some examples using Hadoop & Spark.