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Artificial Intelligence
Unit 1
Optimization
Introduction to Optimization
Gradient Descent
Stochastic Gradient Descent
Adam Optimization
Unit 2
Neural Networks
Introduction to Neural Networks
Feedforward Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Unit 3
Backpropagation
Introduction to Backpropagation
Backpropagation in Neural Networks
Course Name: Artificial Intelligence, Unit Name: Optimization