Created by Andres Namm ( Linkedin/Github/Youtube )

Machine Learning Basics

Data Science Quick Reference

Cost Functions

Linear Regression

Binary Logistic Regression

Mean Squared Error Cost Function

Negative Log Likelihood Cost Function for Class Prediction

Convolution Backpropagation

Neural Networks

Neural Networks Zero To Hero - Lecture 1 (Idea behind neural networks)

Variational Autoencoders

Parameter Initialization and Maintenance in Neural Networks

Zero To Hero Playlist Summary