Neural Networks

Overview

Neural networks are a type of machine learning model that are inspired by the structure of the human brain. They are a type of deep learning model that are used to model complex relationships between input and output variables.

Lectures

• Neural Networks
• Regularization
• Convolutional Neural Networks
• Residual Networks
• Fine-tuning
• Computer Vision
• Training Workflow
• GPU Training
• Tips for Training Neural Networks
• PyTorch Pitfalls