Learning Paths

Structured roadmaps from first steps to confident practice.

AI BasicsBeginner

A 30-day week-by-week roadmap for total beginners: understand AI concepts, try the tools, prompt well, and build lasting habits.

AIroadmapbeginner

3 min readRead

Artificial IntelligenceBeginner

A four-stage beginner path from zero AI knowledge to confident everyday use, with readings, practice, and checkpoints.

AIbeginnerfoundations

3 min readRead

AI EngineeringIntermediate

A staged roadmap for working developers: model APIs, prompt design, retrieval, evaluation, and shipping AI features responsibly.

AI engineeringdevelopersLLM apps

4 min readRead

ProductivityBeginner

A staged path for professionals: use AI for writing, research, and analysis at work while protecting confidential information.

AI at workproductivityworkflows

3 min readRead

Python for AIBeginner

A sequenced roadmap from zero Python to your first AI-related projects: setup, core syntax, data handling, and first libraries.

Pythonroadmap

4 min readRead