Showing posts with label Big Data. Show all posts
Showing posts with label Big Data. Show all posts

Friday, November 25, 2011

Some great resources on the web covering Machine Learning, Data Mining, R, Python and other topics

These are just a few web resources around Python, R, machine learning, data mining, and some other technical topics I've come across. I will update this list as time permits. In the mean time..enjoy!!

Some Good R videos
A collection of talks given by Hadley Wickham @hadleywickham on R
Stanford OpenClassroom - a bunch of CS classes Stanford. Full Courses Short Videos
List of freely available programming books

KDNuggets - latest KD news
Khan Academy application of machine learning to assess student mastery
CMU Machine Learning course

Quick Python Facts
Invent Your Own Computer Games with Python

Courtesy of @jeremyphoward
Getting in Shape for the sport of Data Science

Courtesy of @hackingdata
UCB Intro to Data Science
A good list of Machine learning, Statistical computing related courses
A great video with Jeff Hammerbacher detailing the future of Big Data

Courtesy of @peteskomoroch
Hidden Videos Courses in Math, Science and Engineering
Updated List of Datasets and Video Lectures