top of page
It's Your Data, Master It.
Introduction to Deep Learning with PyTorch
Overview
Skills Needed
Get started with deep learning using PyTorch. Explore neural network architectures, optimization algorithms, and building basic models with PyTorch.
Basic knowledge of Python programming
Understanding of machine learning concepts
Outline
Introduction to Deep Learning
Setting Up PyTorch Environment
Building Neural Networks with PyTorch
Activation Functions and Loss Functions
Training Neural Networks
Optimizers and Learning Rate Scheduling
Regularization Techniques
Evaluation Metrics for Deep Learning Models
Transfer Learning with Pre-trained Models
Building Basic Deep Learning Models with PyTorch
bottom of page