Skowster the Geek

Effective Storytelling with Data

Federated Learning Tutorial

Transformer Networks - How to Roll Your Own Google Translate

Fun With Autoencoders (Deep Fakes, Recommendation Engines & more)

Topic Modeling Tutorial (Latent Dirichlet Allocation) in Python

Linear Regression in Python Tutorial (simple and multivariate)

Data Visualization in Python Tutorial

Probability, Distributions, and the Central Limit Theorem (updated)

OpenRefine Data Cleaning Tutorial

AlphaGo Zero Tutorial Part 3 - Neural Network Architecture

AlphaGo Zero Tutorial Part 2 - Monte Carlo Tree Search

AlphaGo Zero Tutorial Part 1 - Overview

Proximal Policy Optimization (PPO) Tutorial - Master Roboschool!!!

Continuous Action Space Actor Critic Tutorial

Actor Critic (A3C) Tutorial

Policy Gradient Methods Tutorial

Deep Q Learning Pong Tutorial

Augmented Random Search Tutorial - How to Train Robots to Walk!

Q Learning Tutorial for Ride Sharing (Open AI Taxi)

Monte Carlo Reinforcement Learning Tutorial

Dynamic Programming Tutorial for Reinforcement Learning

Bellman Equation Basics for Reinforcement Learning

Bellman Equation Advanced for Reinforcement Learning