"Modern AI Evaluation Frameworks: A Fast-Paced Course" is a focused video course that shows you how to turn vague "it seems to work" AI features into products you can actually ship with confidence , all in under 57 minutes. You'll gain practical evaluation skills that sharpen your decision-making, give you a real competitive advantage, and keep your career relevant as AI products get more complex. If you've ever felt stuck guessing whether your AI is good enough, this course gives you the tools to know for sure , and that's time well spent.
This certification covers the following topics:
- Why AI Evals Became the Center of Gravity
- Offline vs. Online Evals: Pre-Flight Checks and Reality Checks
- The General Framework for Building AI Evals
- Understanding Problems, Collecting Prompts, and Designing Scoring
- Case Study: Clinical Genomics in the NICU
- Sampling, Shots, and Variance
- Using Evals Across the Product Lifecycle
- Organizational and Cultural Dimensions of Evals
- Practical Implementation: A Checklist for Your First Eval
- Action Items for PMs, Engineering Teams, and Leaders
- Critical Mistakes to Avoid
- Evals in Creative and Subjective Domains
