Machine Learning

ToDo List text classification using Embeddings and Deep Neural Networks | Deep Learning for JavaScript Hackers (Part VI)

Use ReactJS and TensorFlow.js to create a Deep Neural Network and use it to suggest icons for ToDo list app

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Machine Learning

Alien vs Predator image classification using Deep Convolutional Neural Networks | Deep Learning for JavaScript Hackers (Part V)

Create a Deep Convolutional Neural Network model to classify images of Aliens and Predators

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Training

Sometimes you got to smash that

Getting back when Shit Happens™

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Linear Regression with TensorFlow.js | Deep Learning for JavaScript Hackers (Part II)

Build a Linear Regression model using TensorFlow.js and use to predict house prices

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Predicting Diabetes using Logistic Regression with TensorFlow.js | Deep Learning for JavaScript Hackers (Part I)

Learn how to build a Logistic Regression model using TensorFlow.js and use to predict whether a patient has Diabetes

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Getting Started with TensorFlow.js | Deep Learning for JavaScript Hackers (Part 0)

Learn the basic building blocks of TensorFlow.js and build your first (simple) model using JavaScript in the browser

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Machine Learning fundamentals | Machine Learning from Scratch (Part 0)

Learn basic concepts and tools to get better at applying Machine Learning to real-world problems

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Build a taxi driving agent in a post-apocalyptic world using Reinforcement Learning | Machine Learning from Scratch (Part VIII)

Learn how to build a self-driving taxi agent. Build an MDP from scratch and solve it using Q-learning in Python!

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