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The AI Engineer Roadmap:
From Zero to Deployed Model
The free PDF that maps the exact path from beginner to AI engineer — tools, skills, projects, and the fastest route to your first deployed model.
Inside the roadmap:
- The AI engineer skill stack: what to learn and in what order
- Best Python libraries for ML (scikit-learn, PyTorch, TensorFlow)
- How to go from notebook to production API in 7 steps
- The 5 portfolio projects that get AI engineers hired
- LLM vs ML vs MLOps — which path is right for you
- Salary ranges and job titles across AI engineering roles