Books
The best books on Data Science, Big Data, Data Mining, Machine Learning, Python, R, SQL, NoSQL and more.
4.0 (228 Ratings)Data Mining: Practical Machine Learning Tools and Techniques
Offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations.
Learn Python the Hard Way
This is a free sample of Learn Python 2 The Hard Way with 8 exercises and Appendix A available for you to review.
Cloudera Impala
Learn about Cloudera Impala--an open source project that's opening up the Apache Hadoop software stack to a wide audience of database analysts, users, and developers.
The Data Analytics Handbook
A free handbook series released by Leada to help promote data analytics literacy.
Learning with Python 3
Introduction to computer science using the Python programming language. It covers the basics of computer programming in the first part while later chapters cover basic algorithms and data structures.
Dive Into Python 3
This is a hands-on guide to Python 3 and its differences from Python 2. Each chapter starts with a real, complete code sample, picks it apart and explains the pieces, and then puts it all back together in a summary at the end.
School of Data Handbook
The School of Data Handbook is a companion text to the School of Data. Its function is something like a traditional textbook – it will provide the detail and background theory to support the School of Data courses and challenges.
Hadoop Tutorial as a PDF
Intro to Hadoop - An open-source framework for storing and processing big data in a distributed environment across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines.
Python Practice Book
This book is prepared from the training notes of Anand Chitipothu.
Understanding the Chief Data Officer
To manage today's flood of available data, a number of high-profile corporations have adopted a new position in addition to existing CTOs and CIOs: the Chief Data Officer, or CDO.