All skill roadmaps

Tech & Digital · Technical Skills

AI Engineer

Follow each stage in sequence and use the map to shape your learning.

01 / Foundations

01Python
02Mathematics
03Statistics

02 / Core practice

04Machine Learning
05Deep Learning
06Explore a discipline

03 / Build & apply

07LLMs
08Prompt Engineering
09RAG

04 / Professional edge

10AI Agents
11AI Application Development
12Deployment

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01Software Engineer02Frontend Engineer03Backend Engineer