Deep Learning

• Neural Networks
• Perceptron
• Activation Functions in Deep Learning
• Backpropagation and Gradient Descent
• Convolutional Neural Networks (CNN)
• Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
• Generative Adversarial Networks (GANs)
• Multi-Layer Perceptron (MLP)
• Deep Learning
• Python Implementation of Neural Network for Classification
• Python Implementation of Neural Network for Regression
• Python Implementation of Convolutional Neural Networks (CNN)
• Python Implementation of Recurrent Neural Networks
• Python Implementation of LSTM (Long Short-Term Memory)
• Python Implementation of Generative Adversarial Network