Andrew Ng Unveils AI Engineering Skills Map

Andrew Ng released part two of his AI Engineering Skills Map, detailing six core competencies for building and deploying AI applications—from LLM fundamentals and data anchoring to agentic systems and evaluation-driven development, which he calls the key differentiator for AI engineers.

2026-08-21 ~ 2026-08-22 · 4 related posts

• Andrew Ng Maps the Six Core Skills AI Engineers Need to Ship AI Apps — DeepLearningAI · 2026-08-21
• Andrew Ng details the AI Engineering Skills Map: six core skills for building AI apps — DeepLearningAI · 2026-08-21
• Andrew Ng releases AI Engineering Skills Map, detailing key capabilities for building and deploying AI apps — AndrewYNg · 2026-08-22
• Andrew Ng breaks down AI engineering skills: evaluation is the key differentiator — AI寒武纪 · 2026-08-22