Lesson 3/Chapter 4

• Additional restriction:
• Array and Tensor Commands for Speed:
• Rank and Shape
• Metric:
• Broadcasting:
• 7 step process: for the training of all deep learning models:
• Matrix Multiplication
• Metric vs Loss
• Dataset
• DataLoader
• In-place operations in PyTorch
• Nonlinear layers are used to model more complex functions
• Only 2 Types of Numbers in neural networks