Second Price Auction & Mechanism Design

Selfish Caching and The Price of Anarchy

Advanced Topics in Python: Types, Objects, Parameters, Scope and Copying

Learning the Python Programming Language in 8 Minutes

Neural Networks Summary

Computing with Bathroom Tiles

Computability Summary

The Post Correspondence Problem (PCP)

The Turing Machine

The Halting Problem

Attention in Neural Networks

Convolutional Neural Networks

Recurrent Neural Networks

Reinforcement Learning

The Universal Approximation Theorem of Neural Networks

Decision Trees

Machine Learning Evaluation

Machine Learning Summary

Gradient Descent

Logistic Regression

Regularization

Bias-Variance Tradeoff

Generalization and Overfitting

Feature Modeling

Linear Regression

Database Modeling and Joins

SQL Basics

Database Basics

Hashing

Dictionaries and Binary Search Trees