Summary

I designed Jupyter Notebooks teaching the basics of machine learning.

Description

In development. I designed a series of markdown files which walked through machine learning basics. I covered several kinds of regression, clustering, classification, NLP, and deep learning paradigms. Almost all files were done in Python, with some R and Unreal Engine. Files can be found on Github, with the exception of Unreal Engine which is available on request. This project served three purposes: provide machine learning materials that were structured as project-learning, refamiliarize myself with machine learning practices, and to provide readers with the terminology to interact with machine learning engineers.