Deep Learning: Neural Networks from scratch using Javascript | FREE Deep Learning COURSE

FREE Udemy Deep Learning COURSE

Deep Learning: Neural Networks from scratch using Javascript | FREE Deep Learning COURSE

Description

This course teaches how to build and train an Artificial Neural Network (ANN) from scratch using Javascript, IDEA, and a browser. It aims to help students learn Deep Learning from basics to advanced concepts, uncovering the magic behind ANNs. To prepare students for real-life applications, we develop our ANN framework following the TensorFlow API and compare our implementation with TensorFlow.js. We will create a handwritten digit recognizer model using three different model approaches: Fully Connected Neural Network (Vanilla Artificial Neural Network), Fully Connected Neural Network (DenseNet) using TensorFlow.js, and Convolutional Neural Network (ConvNet or CNN) using TensorFlow.js. Deep learning is traditionally reserved for researchers or engineers with advanced degrees, but this course aims to empower developers to dive deep into the field and improve project experiences. By following this course, you will gain insights and feel empowered to dive deep into the Deep Learning field.

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