RRoadmap OSApplied AI/ML

Workspace

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

Build

Project Ladder Evidence

Progress

Progress Hub Competencies Weekly Logs Stage Gates

Reference

Resources Tutor Prompts Learning Rules Weekly System Scope Control

System

Actual progression0/15

Stage 0 · Week position 1

Week 1

System doctrine · 01_LEARNING_RULES.md

Learning Rules

Near-verbatim canonical learning doctrine.

The learning loop

AI usage policy

Stage gate rule

Monthly review