Gen AI Mastery 24-Weeks

🎯 Suitable For: Developers, ML/AI engineers, tech leads, researchers aiming for deep GenAI expertise

📚 Course Type: Advanced, hands-on, theory-to-production

⏳ Duration: 24 Weeks

🌐 Mode: Live Online Sessions (2×2 hrs/week)

Weeks 1–3: GenAI Foundations

• Deep learning, CNNs, RNNs, embeddings

• Tools: PyTorch (main), TensorFlow/Keras (concepts)

Weeks 4–7: Core Architectures

• VAEs, GANs, Attention, Transformer internals

• Tools: Hugging Face, PyTorch

Weeks 8–12: LLMs & Agentic AI

• Prompting, LoRA, RAG, AI Agents (LangChain, LlamaIndex)

• Tools: Hugging Face Transformers, agent frameworks

Weeks 11 & 13: Image & Multimodal GenAI

• Diffusion models, CLIP, multimodal systems

• Tools: Hugging Face Diffusers, PyTorch

Weeks 14–16: Evaluation, Ethics & MLOps

• Responsible AI, deployment, versioning, monitoring

• Tools: MLflow, Docker, Cloud (AWS/GCP)

Weeks 17–18: Future Trends & Capstone

• RLHF, World Models, Capstone specialization project