Deep Learning on AWS

Topics Covered

• This module explores deep learning frameworks and GPU-enabled model training on AWS. Participants will build neural network models using TensorFlow and PyTorch while leveraging Amazon SageMaker for scalable deep learning workloads.

Topics Covered

• Deep Learning Fundamentals
• Neural Networks
• TensorFlow
• PyTorch
• CNN Models
• RNN Models
• Transfer Learning
• GPU Training
• Distributed Deep Learning