Course Details | asf.africa

AI Product Management for Beginners

Learn how to confidently launch AI products by testing models against human judgment, monitoring performance drift, and using dashboards to track key metrics,en...

Weekly LIVE Sessions

Video Classes

English

100 Students

Certificate Course

Course Overview

Launching an AI product isn’t the finish line—it’s the starting point of continuous learning and improvement. In this module, you’ll discover how to run A/B tests for AI systems, comparing model predictions with human judgment to know when to trust automation and when to step in. You’ll also explore real-world cases where structured testing ensures your AI delivers value, while minimizing risks.

Next, we’ll dive into the critical practice of monitoring model drift, why platforms like TikTok constantly retrain their recommendation systems to stay relevant and how product managers can spot these shifts early. Finally, you’ll learn how to leverage AI performance dashboards to track key metrics, surface potential problems, and guide data-driven iteration. By the end of this module, you’ll be equipped with the tools and mindset to keep your AI products resilient and effective long after launch.

FAQ

Yes! Each course comes with an assigned mentor who hosts weekly live sessions and provides support throughout your learning journey.

Absolutely. The platform is mobile-friendly, so you can learn on your smartphone, tablet, or computer whichever suits you best.

Not at all. Many of our courses are designed for absolute beginners. Each course page lists any prerequisites (if required), but most start from scratch.

Yes! You will get a certificate after you complete the course. Our certificates are widely recognized by employers and useful for showcasing your practical skills and achievements.

Our platform offers high-quality, affordable tech and non-tech courses tailored for African learners. Whether you’re starting from scratch or looking to advance your skills, we provide practical, career-focused learning at a fraction of the typical cost.

While not officially accredited, our certificates are widely recognized by employers and useful for showcasing your practical skills and achievements. However, access to mentors is limited to 3 months after your payment.

No. You have lifetime access to any course you enroll in, so you can learn at your own pace and revisit lessons as needed. However, access to mentors is limited to 3 months after your payment.

Course curriculum

Course curriculum Empty

Requirement

Basic computer literacy
No coding or math knowledge required.
Curiosity to learn how AI models behave after launch and how PMs monitor them

Outcomes

Detect and respond to model drift to keep AI systems relevant and reliable.
Design and run A/B tests to evaluate AI models against human judgment.
Use an AI performance dashboard to track metrics like accuracy, precision, and engagement.
Confidently guide post-launch iteration to ensure AI products deliver long-term impact.