AI Workbench walkthrough: train and check a model
A walkthrough of the free AI Workbench: clean a messy table, train a model without leakage, inspect a run and check an AI's work against a brief.
Chapters
- 0:00 The workbench
- 0:06 Clean the data
- 0:17 Train and test
- 0:35 Check the AI
Transcript
Train a model, then check it honestly. This is the AI Workbench, free. You start with a messy table. Fix the blanks, the copies and the wild values. Watch for a column that gives the answer away. That is leakage. Choose a model and a metric, train it, and look at the test set once. A good score can still be wrong. The run inspector shows each training run. Other levels cover a conveyor vision inspection, prompts, and an agent with safe limits. The last five levels check an AI's work against a brief, from finance to healthcare. It runs on practice data in your browser, so repeat any level as often as you like. Fifteen levels, marked against the brief, with no paid AI calls. Open it free.