Statistical Learning

[sonabinu]

https://class.stanford.edu/courses/HumanitiesScience/StatLearning/Winter2014/about

[sonabinu]

Here are some more details on how you can do this course in a self paced way using videos from the 2014 lectures

http://www.r-bloggers.com/in-depth-introduction-to-machine-l...

[ScottBurson]

The title link is for last year's course. Here's the link for the upcoming course: https://class.stanford.edu/courses/HumanitiesandScience/Stat...

[carbocation]

Tibshirani and Hastie are two of my favorite authors covering machine learning. Hastie even makes Elements of Statistical Learning available for free as a PDF on his website [1].

1 = (10+ MB PDF warning) https://web.stanford.edu/~hastie/local.ftp/Springer/ESLII_pr...

[plg]

An Introduction to Statistical Learning with Applications in R

http://www-bcf.usc.edu/~gareth/ISL/

download the pdf book: http://www-bcf.usc.edu/~gareth/ISL/ISLR%20Fourth%20Printing....

[nikhilalmeida]

Took this course as part of my 2014 new year resolution. Among the best things I could have done.

[galkam]

Great sounding course. I work in data analysis myself, so right up my alley.

Though out of curiosity, of all the classes that Stanford offers, why did you post this one?

[sonabinu → galkam]

I've done the John Hopkins R Class on Coursera and was looking for more practice material and found this! It's for others who are looking just like me ...

[bennetthi → sonabinu]

I found the Stanford ML class on Coursera (https://www.coursera.org/course/ml) really amazing. Although it uses Octave, not R.

[Danilka]

Signed up. Thanks for sharing! I missed the AI class and have been meaning to try Stanford Online.

Hopefully my old applied math degree will come in handy.