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

P6 · Stage project

Deep Learning System

Not Started

Skills introduced

PyTorchtraining/evaluation loopsexperiment tracking notes

Repository

Repository URL

Milestones and deliverables

Many-to-many stage relationship preserved

P6.M1 · Owned by Stage 9

PyTorch classifier

0/10

baseline
training loop
validation loop
experiment log
learning curves
confusion matrix
error examples
model checkpoint
inference script
README explaining architecture

Open owning stage

Retrospective

What worked, what failed, and what you would change

Project evidence

Attach artifacts through the shared evidence ledger.