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Course Topics
PyTorch Fundamentals
Tensor Basics
Tensor Operations
Tensor Operations
Tensor Operations (Part 3)
Tensor Indexing & Slicing
Tensor Indexing & Slicing
Tensor Indexing & Slicing part3
Tensor Indexing & Slicing (Part 4)
CPU and GPU
Automatic Differentiation
Module 6: Autograd (Part 2)
Neural Networks
Activation Functions
Activation Functions
PyTorch Loss
Optimizers Tutorial
Advanced Optimizers
Learning Rate Schedulers
Dataset and DataLoader
Data Augmentation
Training Pipeline
CNN Fundamentals
CNN Architectures
Transfer Learning
Sequence Data
Word Embeddings
Recurrent Neural Networks
PyTorch LSTM
PyTorch GRU
Seq2Seq Encoder Decoder
Attention Mechanism
Attention Mechanism
Positional Encoding
Transformer Architecture
Transformer Encoder
Transformer Decoder
Build a Transformer
Transformer APIs
PyTorch Contribution Roadmap