Advanced Course
From the creators of #1 AI Course on Maven
Beyond Evals: Designing Improvement Flywheels for AI Products
Designing Improvement Flywheels for AI Products
Build the feedback loops that turn your AI into a compounding advantage. Go beyond basic metrics to systematic improvement.
We've Trained Teams At
Deloitte
McKinsey
Goldman Sachs
Join 1,500+ alumni from Anthropic, Google, Amazon, McKinsey, Goldman Sachs, and 100+ more companies
In traditional software, 80% of work happens before deployment. In AI, 80% happens after. Our CC/CD framework teaches you to build systems that continuously calibrate and improve.
Content
Hours/Week
Weeks
Learn from industry experts who've built AI systems at scale
Who this course is for
Software/AI Engineers, Data Professionals, Solution Architects and Consultants looking for systematic evaluation practices beyond one-time checks
Business Leaders and Product Managers seeking technical understanding of the AI product lifecycle and how to drive intentional iteration
Founders and teams stuck at evaluations and monitoring, unsure how to turn signals into real product improvements
What's included
Live sessions
2 hrs / week
Projects
2 hrs / week
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Async content
2 hrs / week
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Frequently Asked Questions
Do I need prior AI experience?
Yes. This is an advanced course. You should have a good understanding of AI system design and be familiar with concepts like RAG, tool use, and MCP. If you're looking for something more foundational, start with our Problem-First AI course.
How much time per week?
Plan for about 6 hours per week: 2 hours of live office-hour sessions, 2 hours of async lecture content, and 2 hours of hands-on projects.
What if I miss live sessions?
All sessions are recorded and available for you to watch at your own pace. You have lifetime access to all materials.
What will I build?
You'll work on hands-on projects that take you from one-time eval checks to a continuous improvement flywheel — using real evaluation and monitoring patterns you can apply to your own AI products.
Is there a refund policy?
Yes, covered by the Maven Guarantee. Full refund available through the second week of the course.
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