Large Scale Machine Learning with Python
Packt Publishing | August 4, 2016 | English | ISBN: 1785887211 | 439 pages | PDF | 12.5 Mb

Large Python machine learning projects involve new problems associated with specialized machine learning architectures and designs that many data scientists have yet to tackle.
                                                

Dive into scalable machine learning and the three forms of scalability. Speed  up algorithms that can be used on a desktop computer with tips on parallelization and memory allocation. Get to grips with new algorithms that are specifically designed for large projects and can handle bigger files, and learn about machine learning in big data environments. We will also cover the most effective machine learning techniques on a map reduce framework in Hadoop and Spark in Python.