NLP & Large Language Models

Text processing, transformers, prompt engineering, RAG, fine-tuning, embeddings, and LLM application development.

Topics

Lessons

Autonomous agents, MCP, function calling, multi-step reasoning

Chatbots, virtual assistants, dialog management

GPT, Claude, Llama, Mistral — RLHF, LoRA, prompt engineering

System prompts, few-shot, chain-of-thought, structured outputs

Retrieval-augmented generation, vector databases, embeddings

Sentiment analysis, NER, summarization, topic modeling