Blog and Notes Archive

My blog and notes archive.

Blog and notes archive

Research & Publications

My publications archive.

Research and publications

Courses

My online and university course archive.

Courses




Resource Archive

You can find a list of old and archived resources below. These are no longer updated or maintained but may still be useful.

Selected Open Source Software

Selected open source projects and other software.

Selected open source software

For my latest open source projects, please see my GitHub page.

Machine Learning FAQ

My answers to commonly asked machine learning, data mining, and data science questions.

Machine Learning FAQ

Mathematics for Machine Learning

A collection of math resources that may be helpful for learning machine learning.

Mathematics for machine learning

Deep Learning Model Zoo

A collection of standalone TensorFlow and PyTorch models in Jupyter Notebooks.

Deep learning model zoo

Machine Learning and Data Science Notebooks

Tutorials, examples, collections, and everything else that falls into the categories: pattern classification, machine learning, and data mining.

Machine learning and data science notebooks

Python Notebooks

A collection of useful scripts, tutorials, and other Python-related things.

Python notebooks

R Notes

Useful notes and tutorials for R (the statistical programming environment).

R notes