AI Engineering 101
Introductory course for AI Engineers, free for preregistered Summit attendees. Build 5 small projects covering GPT3 API Basics, Prompt Tooling and Memory , Code Generation with GPT4, Image Generation with Dall-E, Stability AI, Lexica, and Midjourney, Speech-to-Text with Whisper. First public run through of the Latent Space University material led by instructor Noah Hein!
AI Engineering 201a
Part I: Running Inference:
What is the workload?
Open vs Proprietary Models
Execution
End User Device
Over a Network
Serving Inference
AI Engineering 201b
Part Two - The Rest of the Owl
00:00 Intro
01:09 Patterns for Language User Interfaces
06:19 RAG: Information Retrieval for Generation
21:52 Function Calling: Structured Outputs and Tool Use
35:03 Agents and Cognitive Architectures
40:52 Shipping to Learn in ML + AI
45:42 LLM Monitoring and Observability Tools
49:42 Evaluating LLMs
55:48 Inspirational Outro
Other AI Eng Curricula from the community
contact swyx if you want review and help promoting! Like Rod!
