Machine Learning Models and Algorithms for Big Data Classification: Thinking with Examples for Effective Learning (Integrated Series in Information Systems): Shan Suthaharan: 9781489976406: Amazon.com: Books

I purchased the book in order to learn a bit more on big data and machine learning. This is a nicely written book with all of the fundamental concepts in big data and machine learning. With every concept clearly explained with examples and graphs, accompanied with R codes. An example is the Patterns of Big data in Section 3.3, where the author explained different pattern evolutions are to be used for supervised learning. As the selected features increase, class separation by the standardization is then clearly demonstrated to be an efficient and accurate method.