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Advanced Topics on Generative AI

Deep dive into cutting‑edge models, optimization, and real‑world deployments. This program builds on foundational knowledge to explore advanced generative AI techniques.

Key Topics Covered

⚙️

Prompt Engineering & RAG

  • Advanced prompting
  • Vector databases
  • Retrieval systems
🎨

Multimodal Models

  • Text-to-Image
  • Audio generation
  • Video synthesis
📉

Model Optimization

  • Quantization
  • Distillation
  • Pruning techniques
🎯

Fine-tuning

  • LoRA & PEFT
  • Custom datasets
  • RLHF
⚖️

Responsible AI

  • Bias mitigation
  • Safety guardrails
  • Governance
🚀

Production Deployment

  • Docker & K8s
  • CI/CD for AI
  • Scalable serving

8-Week Training Plan

1

Weeks 1-2: Advanced Architectures

In-depth study of state-of-the-art transformer variants and multimodal architectures.

2

Weeks 3-4: Optimization & Tuning

Hands-on with LoRA, QLoRA, and preparing datasets for fine-tuning.

3

Weeks 5-6: RAG & Agents

Building complex RAG pipelines and introduction to autonomous agents.

4

Weeks 7-8: MLOps & Deployment

Containerization, orchestration, and monitoring of AI models in production.

Enrollment Options

Self-Paced

999 INR

  • All course materials
  • Recorded video lectures
  • Community forum access
  • 6-month access period

Individual

25,000 INR

  • 8-week program
  • Live instructor-led sessions
  • Hands-on projects
  • Certificate of completion

Corporate Team

30,000 INR

  • Customized schedule (5+)
  • Dedicated instructor
  • Team collaboration projects
  • Enterprise certification

Master Advanced Gen AI

Take your AI skills to the next level with our advanced curriculum.

Enroll Now