LLM-zoomcamp

Repo for my LLM-zoomcamp course materials.

Resources

• Course repository here.
• Course recordings on YouTube playlist
• Course homework page

Setup

• conda create -n llm-zoomcamp-env python
• conda activate llm-zoomcamp-env
• conda install pip
• pip install pipenv

Step by step:

• Complete the 2 pre-course workshops as stated in course repo under Syllabus.
• Complete the 6 modules.
• Complete the project for certification.
• Optional: Participate in the Kaggle competition
• Also see Awesome LLMs.

Recommended reading materials

• Introduction to Information Retrieval
• Mining of Large Datasets
• Retrieval-Augmented Generation for Large Language Models: A Survey

Open-source LLM

• Alexey's video discussing on OpenAI alternatives. Link
• A list of alternatives for OpenAI