Feedforward Neural Network
Neural networks for beginners.
View the latest blog posts.
2019
Linear Regression
The simplest regression model for beginners.
Maximum Likelihood Estimation
An in-depth look into maximum likelihood estimation (MLE).
Logistic Regression
Understand how to analyze categorical data using logistic regression.
An Introduction to the Website
Hear about the motivation behind this GitHub page.
Data Science
Learn what data science is about.
Matrix Notation
A quick introduction to the matrix notation used on this website.
The EM Algorithm
This post will cover aspects of the expectation-maximization (EM) algorithm.