Machine learning

Table of Contents Machine Learning Reinforcement Learning Deep Learning People Courses Tools Robots

Machine Learning

• Courses taught by Prof. Reza Shadmehr: Learning Theory
• Bayesian Machine Learning: Main Page
• Machine Learning - YouTube
• Stanford CS246: Mining Massive Data Sets (Winter 2012)
• PURDUE Machine Learning Summer School 2011 - YouTube
• CS281: Advanced Machine Learning
• David Barber : Brml - Online browse
• MIT Center for Collective Intelligence
• Infer.NET
• www.cmlab.csie.ntu.edu.tw/~hsu771217/Pattern Recognition and Machine Learning.pdf
• Machine Learning | InTechOpen
• CMPUT 466/551 Home Page
• A summary of the algorithms
• FastML

Reinforcement Learning

• A curated list of resources dedicated to reinforcement learning

Deep Learning

• Deep Dish

People

• Sumit Basu
• Kevin Murphy
• Ali Ghodsi

Courses

• ORIE 4741: Learning with Big Messy Data

Tools

• Software links
• Caffe
• Theano
• scikit-learn
• Orange

Robots

• Deep learning robot