Advanced CourseDesigning Improvement Flywheels for AI Products
Build the feedback loops that turn your AI into a compounding advantage. Go beyond basic metrics to systematic improvement.
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Taught by
Aishwarya, co-founder and CEO, and Kiriti, co-founder and CTO at LevelUp Labs
Join 1,500+ alumni from Anthropic, Google, Amazon, McKinsey, Goldman Sachs, and 100+ more companies
Build reference datasets, calibrate LLM judges, and evaluate RAG and agent workflows. Use production feedback to update your evals and improve the product.
We teach AI system design and evaluation through Problem-First AI and Beyond Evals. See Maven for current course details and reviews.
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
Start anytime and work at your own pace.
Go back to course content and recordings whenever you need to.
Practice AI evaluation and monitoring with hands-on assignments.
Pricing
$2,000
At your own pace
Self-paced CourseLecture ContentHands-on ProjectsLifetime Access to Materials
Covered by the Maven Guarantee
Discover how people are using our content to learn, grow, and achieve their goals.
Read 100+ testimonials ↗Foundational thinking that will not expire with the next release cycle.
They didn't just teach tools or techniques. They taught a mindset build around solving problems
Before joining, I considered myself AI-illiterate. After completing it, I can confidently say I'm now AI-literate.
Cut through the noise, grounding everything in problem-first product thinking rather than jumping straight into tools.
Not a traditional course — an experience in deeply distilled knowledge. The curriculum focuses on core concepts and real-world experience, not fleeting tools.
One of the most popular AI courses on Maven for a reason.
I considered myself an AI business expert, yet I'm learning so much and filling gaps I didn't even know I had!
Hands down excellent — both in terms of pacing, coverage of materials, and technical depth.
The course structure is thoughtfully designed, with bite-sized weekly lessons that are engaging and easy to absorb.
The course structure is thoughtfully designed, with bite-sized weekly lessons that are engaging and easy to absorb.
Hands down excellent — both in terms of pacing, coverage of materials, and technical depth.
I considered myself an AI business expert, yet I'm learning so much and filling gaps I didn't even know I had!
One of the most popular AI courses on Maven for a reason.
Not a traditional course — an experience in deeply distilled knowledge. The curriculum focuses on core concepts and real-world experience, not fleeting tools.
Cut through the noise, grounding everything in problem-first product thinking rather than jumping straight into tools.
Before joining, I considered myself AI-illiterate. After completing it, I can confidently say I'm now AI-literate.
They didn't just teach tools or techniques. They taught a mindset build around solving problems
Foundational thinking that will not expire with the next release cycle.
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.
The current Maven offering is self-paced. Start anytime and work at your own pace.
Maven lists the current offering and enrollment options. Check the course page there before enrolling.
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.
Your purchase is backed by the Maven Guarantee. See Maven for the current refund terms.
Start with our free course or dive into a comprehensive live cohort experience.
