Deep Learning, Generative AI & Agentic Systems

Bridging mathematical foundations and enterprise strategy.

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Deep Generative Models

• Introduction to Generative AI
• Variational Autoencoders (VAEs)
• Normalizing Flows
• Energy-Based Models (EBMs)
• Diffusion Models

Large Language Models (LLMs)

• Transformers
  
• Post-Training Techniques
  
• Evaluation of NLP Models

Agentic AI

• Introduction to Agentic AI
• Agentic Analytics
• Small Language Models
• Building Safe & Secure Agentic AI

AI Strategy

• Building the AI-First Bank: A Strategic Guide
• Gen AI Use Cases in Banking
• Gen AI Use Cases in Healthcare

Code: Generative Models

• Variational Autoencoder (VAE)
• Normalizing Flows - Real NVP