Day 1: Foundations of Deep Learning
• Introduction to Deep Learning
• Fully Connected Neural Networks
• Convolutional Neural Networks (CNNs)
• Training Deep Neural Networks
• Hands-on PyTorch Exercises
Day 2: Modern Architectures & Generative AI
• Transformers
• Diffusion Models
• Reinforcement Learning
• Training Large Language Models (LLMs)
• Hands-on PyTorch Exercises
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