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Statistical Learning (stanford.edu)
89 points by sonabinu on Dec 7, 2014 | hide | past | favorite | 9 comments

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


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

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...

An Introduction to Statistical Learning with Applications in R


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

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

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?

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 ...

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

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.

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