Neural Networks

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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Fashion product image classification using Neural Networks | Machine Learning from Scratch (Part VI)

Learn how to process image data and classify fashion products by building a Neural Network from scratch in Python

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Cryptocurrency price prediction using LSTMs | TensorFlow for Hackers (Part III)

Predict Bitcoin price using LSTM Deep Neural Network in TensorFlow 2

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Heart Disease Prediction in TensorFlow 2 | TensorFlow for Hackers (Part II)

Classify heart disease from patient data using a Neural Network in TensorFlow 2

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