Large Language Models (LLMs), like GPT-4 or GPT-4o, have become a hot topic in recent times thanks to ChatGPT. They're incredibly powerful tools that have the potential to change the way we work and learn across many areas, including education.  This course will introduce you to the basics of LLMs and show you how to create your own LLM-powered applications using LangChain and StreamLit.

At the end of this course, the student will learn:

• The core principles behind how LLMs operate,
• Hugging Face transformers Library,
• Prompt engineering and fine-tuning techniques
• The Langchain Python framework,
• Memory, embeddings, and vector databases, and RAG,
• LLM agents, and Streamlit.