CalTech
CalTech Machine Learning Professor Yaser Abu-Mostafa
FBML
MIT OpenCourseware
MIT OpenCourseWare Open Class from MIT Artificial Intelligence Prof. Patrick Henry Winston (undergraduate) Introduction to Probability and Statistics Jeremy Orloff & Jonathan Bloom Probabilistic Systems Analysis and Applied Probability (part1) Prof. John Tsitsiklis Probabilistic Systems Analysis and Applied Probability (part 2) Prof. John Tsitsiklis Mathematics for Computer Science Prof. Albert R. Meyer & Prof. Adam … Read more
Andrew Ng
Andrew Ng Professor Stanford Stanford University Home page Andrew Ng Unsupervised Feature Learning and Deep Learning Andrew Ng Machine Learning Andrew Ng Learning Collection Standford
Yann Lecun
Yann Lecun Director of AI Research, Facebook Home page Yann LeCun Youtube page Yann Lecun Cours College de France (in French only) Yann Lecun Latest video Youtube
Trevor Hastie
Trevor Hastie Professor Stanford In-depth introduction to machine learning in 15 hours of expert videos lecture from the book : An Introduction to Statistical Learning with Applications in R
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Reset, Checkout, and Revert Commit-level Operations The git reset, git checkout, and git revert command are some of the most useful tools in your Git toolbox. They all let you undo some kind of change in your repository, and the first two commands can be used to manipulate either commits or individual files. Because they’re so similar, it’s very easy to mix up which command should be used in any given development scenario. … Read more
TCAD_DTCO
TCAD_DTCO These slides give an overview of TCAD history and status as in 2021. TCAD became more and more important for technology development. However, TCAD capabilities are not well known and somehow not very well understood by semiconductor industry executive management. An overview of the DTCO flows proposed by Synopsys, Silvaco and GTS are presented in … Read more