- Machine Learning Models Cheat Sheet
- Machine Learning Cheat Sheet Stanford Health Care
- Machine Learning Cheat Sheet Stanford Football
Machine Learning Models Cheat Sheet
Cheat sheets for machine learning are plentiful. Quality, concise technical cheat sheets, on the other hand... not so much. A good set of resources covering theoretical machine learning concepts would be invaluable.
Machine Learning Cheat Sheet Stanford Health Care
Cheat sheets for machine learning are plentiful. Quality, concise technical cheat sheets, on the other hand. A good set of resources covering theoretical machine learning concepts would be invaluable. Shervine Amidi, graduate student at Stanford, and Afshine Amidi, of MIT and Uber, have created just such a set of resources. Stanford: Unsupervised Learning Cheat Sheet. View VIP Cheat Sheet (ML, DL, AI).pdf from CS 229 at Technical University of Valencia. Https:/stanford.edu/shervine CS 229 – Machine Learning Super VIP Cheatsheet: Machine Learning 4 Machine.
Shervine Amidi, graduate student at Stanford, and Afshine Amidi, of MIT and Uber, have created just such a set of resources. The VIP cheat sheets, as Shervine and Afshine have dubbed them (Github repo with PDFs available here), are structured around covering key top-level topics in Stanford's CS 229 Machine Learning course, including:
- Notation and general concepts
- Linear models
- Classification
- Clustering
- Neural networks
- ... and much more
Links to individual cheat sheets are below:
You can visit Shervine's CS 229 resource page or the Github repo for more information, or can download the cheat sheets from the direct download links above.
You can also find all of the sheets bundled together into a single 'super VIP cheat sheet.'
Thanks to Shervine and Afshine for putting these fantastic resources together.
Machine Learning Cheat Sheet Stanford Football
Related: