Deepskilling — Learn. Build. Research.
Deepskilling — Learn. Build. Research.

LLM Mastery

The complete LLM engineering program — transformers to production: architectures, prompt engineering, fine-tuning, RLHF, RAG, inference optimization, and a custom LLM capstone. Your breadth-first path before Build-from-Scratch or Enterprise Fine-Tuning.

4.9

(675 students)

8 Weeks · 60 hours

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What is this course about?

LLM Mastery

Transformers · Fine-Tuning · RAG · Alignment · Production Inference

Gain end-to-end LLM engineering fluency—from architectures and prompting through fine-tuning, RLHF/DPO, RAG, and optimized serving—before specializing in Build (30) or Fine-Tuning (31).

What you'll walk away with:

  • Clear mental models of GPT/BERT/T5 and open models (LLaMA, Mistral, Gemma)
  • Production prompting, RAG, and agent/tool patterns with LangChain-class stacks
  • LoRA/QLoRA fine-tuning and alignment basics (RLHF, DPO, guardrails)
  • Inference optimization with quantization, vLLM, and cost/latency trade-offs
  • A custom LLM application capstone with evaluation and docs
Course Features

Post Graduate Diploma

8 Weeks of Content

Hands-on Projects

Community Support

Lifetime Access

Student Reviews
Arjun Patel
2024-01-25

Amazing LLM course! Learning transformer architecture and fine-tuning GPT models gave me cutting-edge skills. Landed LLM Engineer role at ₹28 LPA within weeks!

Tech Mahindra

Priya Krishnan
2024-01-23

Best LLM training! The RLHF and instruction tuning modules were invaluable. Building production LLM applications now at a top AI startup as Senior LLM Engineer!

CRED

Siddharth Rao
2024-01-21

Outstanding large language model program! From attention mechanisms to LoRA and QLoRA—covered everything. The LLaMA fine-tuning project is my portfolio centerpiece!

Wipro Technologies

Divya Nair
2024-01-19

Perfect for specializing in LLMs! The prompt engineering and few-shot learning modules set me apart. Got promoted to LLM Architect within 2 months of completion!

Infosys Limited

Rohan Verma
2024-01-17

Excellent LLM specialization! Learning to build custom language models and optimize inference prepared me for enterprise AI. Now leading LLM projects!

Cognizant

Kavya Menon
2024-01-15

Fantastic large language model course! The evaluation metrics and safety alignment modules taught me responsible AI. Got multiple offers as LLM Engineer!

Capgemini India

Thomas Anderson
2024-01-13

Outstanding LLM training! The distributed training and model parallelism lessons were game-changers. Now LLM Research Engineer at OpenAI!

OpenAI Research

Jessica Wang
2024-01-11

Excellent LLM program! The constitutional AI and preference optimization modules prepared me for cutting-edge AI work. Leading LLM initiatives in London now!

DeepMind UK

Ryan Martinez
2024-01-09

Perfect LLM specialization! The hands-on fine-tuning with HuggingFace and Llama models made me production-ready. Hired as Principal LLM Engineer!

Anthropic

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