LLM Engineering Essentials by Nebius Academy

Gain the skills to build LLM-powered services that work. Master LLM APIs and self-hosted LLMs as you code, experiment, and create a platform for custom AI-powered NPCs.

During the course you will:
1. Understand the fundamentals of LLM APIs and workflows to create a chatbot based on your favorite fantasy character
2. Learn to work with self-hosted LLMs, encoders, and vector stores, and build a RAG system
3. Explore monitoring tools like Prometheus and Grafana. Optimize and fine-tune your LLM-powered service

Syllabus:

Week 1. LLM Basics
Week 2. LLM Workflows
Week 3. Context
Week 4. Self-served LLMs
Week 5. Optimization and Monitoring
Week 6. Fine-Tuning

Link: GitHub

Navigational hashtags: #armcourses
General hashtags: #llm #largelanguagemodels

@data_science_weekly