Predicting House Prices with Linear Regression | Machine Learning from Scratch (Part II)

Predicting sale prices for houses, even stranger ones. And what’s up with that basement?

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

Sending discount codes to selected customers to increase profits

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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!

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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?

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