<aside> <img src="/icons/table_gray.svg" alt="/icons/table_gray.svg" width="40px" />

Table of Content

</aside>

Lecture 1: The Fundamentals

MLOps:

Automate & Monitoring at all steps of ML system construction, including:

1. Integration
2. Testing
3. Releasing
4. Deployment
5. Infrastructure Management

LLMOps vs LLM System Design:

LLMOps (MLOps for LLMs)

Focusing on the LLM development and managing the model in production

• Experiment Foundation Models
• Prompt Design & Management
• Supervised Tuning
• Monitoring