Smart Discounts with Logistic Regression | Machine Learning from Scratch (Part I)

Sending discount codes to selected customers to increase profits

Read

Predicting the next Fibonacci number with Linear Regression in TensorFlow.js - Machine Learning in the Browser for Hackers (Part 1)

Ready to build models that run in the browser using only JavaScript and TensorFlow.js? Let's create a Simple Linear Regression model and pick up some core concepts along the way - Tensors, Optimizers, and Variables. Your mission, should you choose to accept it, is to create a model that given a number from the Fibonacci sequence predicts the next one while only running in the browser!

Read
Machine Learning

Solving an MDP with Q-Learning from scratch | Deep Reinforcement Learning for Hackers (Part 1)

It is time to learn about value functions, the Bellman equation, and Q-learning. You will use all that knowledge to build an MDP and train your agent using Python. Ready to get that ice cream?

Read
Machine Learning

Introduction to Reinforcement Learning | Deep Reinforcement Learning for Hackers (Part 0)

In these series, you will build and train your own agent while learning about Deep Neural Networks, Q-learning, Bayesian Reinforcement Learning and some of their friends. All of this implemented in Python using PyTorch. Shall we?

Read