Machine Learning Video Library - Learning From Data (Abu-Mostafa)
work.caltech.edu
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9,714 entries: 103 from X, 8,927 from Pinboard, saved 1998 to 2026.
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9 entries#machine-learning ×2013 ×Clear all
2013
Alexandre Passos's ML blog
atpassos.me
More about Alexandre Passos's ML blog
Fall 09 Course: Computational Data Analysis: Foundations of Machine Learning and Data Mining
cc.gatech.edu
More about Fall 09 Course: Computational Data Analysis: Foundations of Machine Learning and Data Mining
datasets released by Google
svonava.com
More about datasets released by Google
A Course in Machine Learning
ciml.info
book by Hal Daume III
More about A Course in Machine Learning
Machine Learning Resources
sciencemag.org
More about Machine Learning Resources
The Shape of Data | Exploring the geometry behind machine learning, data mining, etc.
shapeofdata.wordpress.com
More about The Shape of Data | Exploring the geometry behind machine learning, data mining, etc.
EE364a: Convex Optimization I
stanford.edu
recommended by someone on Quora as requisite math for learning Machine Learning.
More about EE364a: Convex Optimization I
Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series): Kevin P. Murphy: 9780262018029: Amazon.com: Books
amazon.com
has tips by reviewers on other books + guide on which ones to take up depending on time/learning objectives.