/learning-repo

This is my public notebook hub with notebooks that explain various statistical methods, machine learning algorithms, deep learning models, or image processing techniques.

Primary LanguageJupyter Notebook

Learning Repo

This is my public drafting space where I learn about or reinforce my understanding of various statistical methods, machine learning algorithms, deep learning models, or image processing techniques.

The easiest way that for me to learn or improve my understanding of topics is by breaking them down to the basics and then teaching the concepts to others, à la Richard Feynman. After breaking down these topics, I work to write and publish articles on the information that I've learnred.

Learning History

Field Method Date
ML Logistic Regression 08/21/2022
ML/DL Gradient Descent 07/25/2022
ML/DL Softmax 06/23/2022
Statistics Principal Component Analysis 06/18/2022

Post Guidelines

The goal for these articles that I create is to convert them into Medium posts. The Post Guidelines describe my approach to this process.

Issues and Feedback

Please feel free to open an issue if you find anything wrong with the examples or have any suggestions for improvement.