This page contains machine learning (aka data mining/statistical inference) resources I have created like tutorials, notes etc. and useful links to other websites.
I also keep a curated list of links in my ml-directory github repo.
Machine Learning Tutorials
List of tutorials I have created for various tasks and algorithms of machine learning.
- Feature Selection
- Dimensionality Reduction with PCA and ICA
Machine Learning Tutorials in R
The Machine Learning Tutorials in R mini-site, contains tutorials of classic machine learning algorithms and how they are used within the R statistical environment. The mini-site has tutorials about:
My github repo containing links to datasets or site hosting datasets for machine learning tasks:
- My currated collection in GitHub including 3rd party 'awesome' collections.
My Learning Deep Learning notes
Notes I've kept while studying Deep Learning. Under development.
Books I handpicked exist in this amazon store.