Books

The best books on Data Science, Big Data, Data Mining, Machine Learning, Python, R, SQL, NoSQL and more.

SQL, NoSQL, and Databases
NoSQL Databases
Languages: NoSQL

NoSQL Databases

Christof Strauch
Data Mining and Machine Learning
KB – Neural Data Mining with Python Sources

KB – Neural Data Mining with Python Sources

Roberto Bello, 2013
Data Mining and Machine Learning
Neural Networks and Deep Learning

Neural Networks and Deep Learning

Michael Nielsen, 2015

Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you concepts behind neural networks and deep learning.

Data Mining and Machine Learning
Theory and Applications for Advanced Text Mining

Theory and Applications for Advanced Text Mining

Shigeaki Sakurai, 2012

This book is composed of 9 chapters introducing advanced text mining techniques. They are various techniques from relation extraction to under or less resourced language.

Learning Languages
Python Programming
Languages: Python

Python Programming

Wikibooks, 2015

This book describes Python, an open-source general-purpose interpreted programming language available for a broad range of operating systems. This book describes primarily version 2, but does at times reference changes in version 3.

Learning Languages
Spatial Epidemiology Notes: Applications and Vignettes in R
Languages: R

Spatial Epidemiology Notes: Applications and Vignettes in R

Charles DiMaggio, 2014

My intent is to present a relatively brief, non-jargony overview of how practicing epidemiologists can apply some of the extremely powerful spatial analytic tools that are easily available to them.

Learning Languages
R Programming for Data Science
Languages: R

R Programming for Data Science

Roger D. Peng

This book is about the fundamentals of R programming. You will get started with the basics of the language, learn how to manipulate datasets, how to write functions, and how to debug and optimize code.

SQL, NoSQL, and Databases
SQL Tutorial as a PDF
Languages: SQL

SQL Tutorial as a PDF

Tutorials Point

This tutorial will give you a quick start to SQL. It covers most of the topics required for a basic understanding of SQL and to get a feel of how it works.

Learning Languages
A Little Book of R for Time Series
Languages: R

A Little Book of R for Time Series

Avril Coghlan, 2015

This is a simple introduction to time series analysis using the R statistics software.

Learning Languages
The R Manuals
Languages: R

The R Manuals

R Development Core Team

The R Manuals.

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