Algorithm
Variational Autoencoder
Unsupervised Learning and Autoencoders
Pokemon (IV) Practical Transfer Learning
Transfer Learning
Pokemon (III) - Training, Validation, and Testing
Pokemon (II) Practical Custom Network - Building a ResNet18 Model with PyTorch
Pokemon (Part 1) Practical Dataset - Building a Custom Pokemon Dataset with PyTorch
Vanishing and Exploding Gradients
Long Short-Term Memory Network (LSTM)
Recurrent Neural Networks (RNN)
Data Augmentation
Classic Convolutional Networks
Convolutional Neural Networks (CNN)
Other Concepts in Deep Learning
Classification Problems
Perceptron
Loss Functions and Gradients
Advanced Tensor Operations
Basic Tensor Operations
Pytorch Introduction
