Career roadmap · 14 weeks
AI & Machine Learning Engineer Roadmap
Python, classic machine learning and modern AI agents in one path — the combination companies hiring AI engineers ask for in 2026.
- 18 steps
- Free content
- Track your progress
Where you will be at the end: You can train and evaluate ML models with scikit-learn, build a RAG assistant and a tool-using agent, and explain how to make them reliable and safe.
The plan
Week by week
0 of 18 steps done.
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Weeks 1–3: Python
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Weeks 4–5: ML foundations
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Weeks 6–7: Models
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Week 8: Evaluate
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Week 9: Prove it
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Weeks 10–11: Generative AI
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Weeks 10–11: Agents
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Weeks 12–13: Build agents
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Week 14: Prove it
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