Apache Mahout
Open-source project to provide scalable machine learning (Chu et al., 2006; Owen et al., 2012) Written in Java for the Apache Hadoop MapReduce platform Some supported ML methods: Supervised: NB, HMM, SVM, Logist. Reg.,...
Author: Roberto Zicari
Vowpal Wabbit (Fast Learning)
This is a project started at Yahoo! Research and continuing at Microsoft Research to design a fast, scalable, useful learning algorithm. VW is the essence of speed in machine learning, able to learn from terafeature datasets with ease....
Steps towards Question Answering with Deep Neural Memory Networks
BY Sajawel Ahmed Master Thesis Goethe University Frankfurt, Fraunhofer IAIS in cooperation with PricewaterhouseCoopers AG WPG Supervisors: Prof. Dott.-Ing. Roberto V. Zicari, Frankfurt Big Data Laboratory Dr. Joerg Kindermann, Knowledge Discovery Group March 2017 Abstract Since...
The Natural Language Processing Toolkit (NLTK)
Open source library for Python and in Python Provides Natural Language Processing functionality to Python Loper and Bird (2002); Bird (2006); Bird, Klein and Loper (2009) Available from http://nltk.org Useful for teaching and...
The Spark Python API (PySpark)
The Spark Python API (PySpark) exposes the Spark programming model to Python. To learn the basics of Spark, we recommend reading through the Scala programming guide first; it should be easy to follow even if you...
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
by Pedro Domingos In the world’s top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before...
Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results
Bernard Marr ISBN: 978-1-119-23138-7 320 pages April 2016 Wiley Authenticity Guarantee Books supplied direct from Wiley.com are 100% authentic, 100% brand new, and 100% Wiley – the trusted publisher of academic, scientific, and professional...
Tableau Your Data!: Fast and Easy Visual Analysis with Tableau
Tableau Your Data!: Fast and Easy Visual Analysis with Tableau Software, 2nd Edition Daniel G. Murray ISBN: 978-1-119-00119-5 736 pages February 2016 Murray, Tableau Your Data!: Fast and Easy Visual Analysis with Tableau, 2016...
ggplot2 Elegant Graphics for Data Analysis
ggplot2 Elegant Graphics for Data Analysis Author: Wickham and Hadley, ISBN 978-3-319-24277-4 Springer. © 2016 This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a...
Mastering D3.js
BY Pablo Navarro Castillo August 2014 Bring your data to life by creating and deploying complex data visualizations with D3.js Book Details ISBN 139781783286270 Paperback352 pages Code...