This is to certify that
Aleksandra Markina-Khusid
has successfully completed
Designing and Building AI Products and Services



Sanjay Sarma
Vice President for Open Learning
Massachusetts Institute of Technology
Director of the MIT Auto-ID lab, MIT
and Accenture Convergence Initiative
for Industry and Technology
September 2021
Brian Subirana




Aleksandra Markina-Khusid
This course is ideal for you if you are a technical product leader, technology professional, technology consultant, or entrepreneur who wants to enhance your understanding of AI technology fundamentals and tools, and explore various design processes involved in AI-based products. Knowledge of calculus, linear algebra, statistics, and probabilities is beneficial, along with basic Python experience.
Skills / Knowledge
- AI product design
- Analyze technical and operational requirements
- apply machine learning methods
- Implement the Lawler Model
Issued on
October 7, 2021
Expires on
Does not expire