browserNN.js

A javascript library for training deep neural networks in your browser with a visualization of their transformed representations.

Understanding Feedforward Neural Networks

A walk-through of feedforward neural networks and the mathematics that drive them using the XOR problem.

Random Forests From Scratch

Learn how to build a random forest from scratch in python.

Detailed Data Analysis & Ensemble Modeling

Feature engineering, data analysis techniques, and ensemble modeling on Kaggle's House Prices: Advanced Regression Techniques dataset.