Machine Learning

This page contains a list of books, links, references to machine / deep learning resources. It is work in progress, I will continuously update/sort out the list and its descriptions.

Books

• TBD

Blogs, Webcasts, Podcasts

• Talking Machines

Tutorials

• Neural networks and deep learning
• Unsupervised Feature Learning and Deep Learning Tutorial
• DEEP LEARNING CMU
• Hacker’s guide to Neural Networks
• Machine Learning for JavaScript Hackers
• Artificial Neural Networks – Introduction
• UFLDL Tutorial – Ufldl

Commercial Projects

• DeepDive
• MetaMind – Deep Learning for Enterprise

Papers

• TBD

Tools, Software

• Apache Mahout: Scalable machine learning and data mining
• http://www.r-project.org/
• https://www.gnu.org/software/octave/download.html
• http://pybrain.org/
• Deep Learning
• http://scikit-learn.org/stable/
• http://nl.mathworks.com/products/matlab/
• http://www.cs.waikato.ac.nz/ml/weka/
• https://rapidminer.com/
• http://orange.biolab.si/