ihodes + statistics 8
Elements of Statistical Learning: data mining, inference, and prediction. 2nd Edition.
february 2012 by ihodes
A (newer) book on machine learning, data mining, and prediction. Recommended by a professor.
machine-learning
ml
data-analysis
statistics
book
textbook
february 2012 by ihodes
Machine Learning, Tom Mitchell, McGraw Hill, 1997
february 2012 by ihodes
This book provides a single source introduction to the field. It is written for advanced undergraduate and graduate students, and for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed.
machine-learning
ml
data-mining
data-analysis
statistics
february 2012 by ihodes
Zed Shaw on Programmers Not Knowing Statistics
may 2011 by ihodes
Zed Shaw explains how programmers don't know stats, and then explains some stats. Innerestin'
statistics
programming
hacking
may 2011 by ihodes
Think Stats: Probability and Statistics for Programmers
march 2011 by ihodes
Probability and Statistics, using Python: a book.
probability
statistics
learning
book
march 2011 by ihodes
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