JavaScript

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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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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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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