Stage Gates · Roadmap OS

RRoadmap OSApplied AI/ML

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Roadmap

Full Roadmap First 30 Days Stage 0 · Developer Foundations Stage 1 · Python Programming Stage 2 · Git + Software Engineering Basics Stage 3 · Databases + SQL Stage 4 · Web + HTTP + APIs Stage 5 · Data Structures + Algorithms Stage 6 · Data Analysis + Data Engineering Foundations Stage 7 · Math for Machine Learning Stage 8 · Classical Machine Learning Stage 9 · Deep Learning + PyTorch Stage 10 · Transformers + LLM Foundations Stage 11 · Applied AI Systems Stage 12 · MLOps + Production ML Stage 13 · AI Evaluation + Security Stage 14 · Capstone + Job Readiness

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Stage 0 · Week position 1

Week 1

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