Powered by AISKOOL
Dataset Engineering & Evals That Don't Lie
The unglamorous 80%: building training sets that teach what you mean, synthetic data without the incest problem, decontamination, and eval design that predicts production instead of flattering you.
3 sections·6 lessons
What you'll learn
1. Building Training Sets That Teach
- Quality, diversity, consistency — pick all three
- Check: training sets
2. Synthetic Data Without the Incest Problem
- Generating examples that add signal, not echo
- Check: synthetic data
3. Evals That Predict Production
- Holdouts, judges, and the numbers that matter
- Final check: evals
Share this course