Machine Learning

Introduction

http://en.wikipedia.org/wiki/Machine_learning

What is Machine Learning from [[http://www.mlplatform.nl/][Machine Learning in The Netherlands].

http://sge.wonderville.ca/machinelearning/

Courses

• Andrew Ng’s Machine Learning at Coursera.
• Probabilistic Graphical Models at Coursera.
• https://www.udacity.com/wiki/ml
• https://blogs.ischool.berkeley.edu/i290-abdt-s12/

Books

• Machine Learning: The Art and Science of Algorithms that Make Sense of Data Amazon

Resources

• http://datasciencespecialization.github.io/
• http://datasciencemasters.org/ https://github.com/datasciencemasters/go
• Learning-to-Rank Search Results using Machine Learning Ganest Venkataraman
• A real-time architecture using Hadoop and Storm Nathan Bijnens, Big Data Engineer at Virdata, 15-Nov-2013

Tools and Systems

• http://ampcamp.berkeley.edu/
• Drill

TODO

• Try to get Hadoop up using Docker
  • http://blog.sequenceiq.com/blog/2014/06/17/ambari-cluster-on-docker/
  • http://blog.sequenceiq.com/blog/2014/06/19/multinode-hadoop-cluster-on-docker/