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At a glance
- Exercises
- 9 stages · 4 portfolio projects · 12-week plan
- Level
- Beginner-friendly
- Format
About this guide
A step-by-step path from Python fundamentals to real-world ML projects: what to learn first, how much math you need, which algorithms matter, how to evaluate models honestly and how to deploy one.
Every stage ends with a practice task and a readiness checkpoint.
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