2 Day LLM Training Program.
Become an LLM Engineer
Generative AI is transforming industries by redefining how we interact with technology, automate workflows, and build intelligent systems. This two-day skill path equips programmers and application developers with strong conceptual foundations and hands-on exposure to LLM systems.
- Date: 31st Jan & 1st Feb
- Time: 9:30 AM Onwards
Build Your Own ChatGPT
- Limited Seat
Day 1: Paradigm Shift & AI Building Blocks
MODULE 1
From Program to Model
- 10:00 AM – 12:00 PM
- Vectors, matrices & tensors
- Linear transformations
- Activation functions
- Softmax & probabilities
Break & Doubt: 12:00 – 12:30
MODULE 2
Neural Network Concepts
- 1:00 PM – 3:00 PM
- ML vs Traditional programming
- Regression & classification
- Perceptron & ANN
- Loss & backpropagation
Break & Doubt: 3:00 – 3:30
MODULE 3
Introduction to LLMs
- 3:30 PM – 5:00 PM
- LLMs as prediction engines
- BERT pipeline
- ChatGPT pipeline
Break & Doubt: 5:00 – 5:30
MODULE 4
Transformer Foundations
- 5:30 PM – 6:30 PM
- Embeddings & tokenization
- Positional encoding
- Sequence order
Break & Doubt: 6:30 – 7:30
Day 2: Transformers, Deployment & Labs
MODULE 5
Attention Mechanism
- Self-attention
- Multi-head attention
- Residuals & normalization
MODULE 6
Adapting LLMs
- Pretraining & SFT
- Knowledge distillation
- Dataset preparation
MODULE 7
RAG Pipeline
- Vector databases
- Context retrieval
- Response generation
MODULE 8
Prompt Engineering
- Zero-shot & Few-shot
- Chain-of-thought
- Hands-on prompting
🎯 Program Outcome
Strong foundation • Real-world workflows
Build Your Own ChatGPT