Complete tutorial + source code: https://www.curiousily.com/posts/build-a-simple-neural-network-with-tensorflow-js/
Learn about the biological inspiration for inventing Neural Networks. Implement and use the Perceptron and Sigmoid Neuron models using TensorFlow.js. Discover different activation functions and ways to initialize the weights of your models.
Timestamps:
(00:20) - What is a Neural Network?
(02:50) - The Perceptron model
(09:34) - The Sigmoid Neuron
(13:30) - Architecting Neural Networks
(16:48) - Activation functions
(27:15) - Weight initialization
(Book) Deep Learning for JavaScript Hackers: http://bit.ly/deep-learning-for-javascript-hackers
(Book) Hands-On Machine Learning from Scratch: http://bit.ly/hands-on-machine-learning-from-scratch
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What is a Neural Network? | Machine Learning for JavaScript Hackers with TensorFlow.js | NatokHD