Forge GRAD-1, your first ML mind. Earn its six parts in mini-games — each one a real concept that decides whether models work — assemble the pipeline, train it, then take it on debugging missions. Wrong calls cost trust. Perfect runs earn medals.
Complete a challenge to earn each part. Every part is one concept the roadmap teaches for real — the link under each game goes deeper.
Click a part, then click the socket where it belongs in the pipeline. Wrong socket → the frame shakes and hints. When all six sit right, hit TRAIN.
GRAD-1 — awaiting parts
Real failures, real judgment calls. Wrong choices damage model trust — reach the end with 100% for 🥇, finish at all for 🥈.