Udemy – Master Neural Networks: Build with JavaScript and React 2024-9

What you will learn

• Understanding and implementing perceptrons (a neuron) for binary classification
• Learning and applying the basic principles of neural networks in code
• Perceptrons and how they work
• Construction of perceptron for classification of simple objects
• Number recognition using neural networks
• MNIST data processing
• Multi-layer neural networks
• Activation Functions
• Backpropagation
• Design and implement your own neural networks from scratch
• Train and evaluate neural network models
• Use neural networks in real-world applications
• Gain a deep understanding of neural network concepts
• Integrating neural networks with React and Node.js
• Using the TensorFlow library
• Integrating neural networks into web applications using JavaScript and React
• Working with big data, understanding and processing them effectively

This course is suitable for people who

• Beginners looking for a comprehensive, step-by-step guide to neural networks
• Anyone interested in machine learning and artificial intelligence
• Web developers who want to expand their skills by learning neural networks

Installation guide

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