TensorFlow

Machine Learning

Practical Guide to Handling Imbalanced Datasets

How to train and evaluate classifiers when the data is imbalanced?

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Machine Learning

TensorFlow 2 and Keras - Quick Start Guide

Learn the basics of TensorFlow 2 and Keras using Python

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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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