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Specialization in AI Product Management

Develop Your AI and ML Product Strategies and Business Value

About This Program

This program was previously called the Specialization in Machine Learning Product Management.

Building extraordinary products that leverage the power of artificial intelligence (AI) and machine learning (ML) require critical understanding of ML and AI processes and how to adapt traditional workflows. Product teams need managers who understand when and how to incorporate these technologies and how to wisely integrate AI into efficient, market-ready products for industry and consumers.

In this one-course specialization, you’ll learn to evaluate, design and implement machine learning applications from scratch or in existing products. You’ll learn how to develop use cases and explore best practices for ML implementation. Plus, you’ll create a strategic product launch and post-launch plans for native and AI-enhanced projects, while learning dependencies, tradeoffs, deliverables and how to build the tech stack.

Designed For

Experienced product managers or those who work in similar roles who want to lead AI or ML product teams or make product business decisions.

See Requirements

Skills You’ll Gain

  • AI/ML product management

  • New product development

  • Business & use case analysis

  • MLOps

  • AI/ML solution architecture

  • Building data science teams

Get Real-World Experience

  • Learn to structure launch plans and milestones for an AI/ML product team

  • Ask — and answer — insightful questions about costs, scope and scaling

  • Calculate the economics of a data-science solution, including technology, team compensation and return on investment

Career Stats

26%

Projected growth in U.S. demand for product management skills (2025–27)

24%

Projected growth in U.S. demand for new product development skills (2025–27)

Source: Lightcast. Learn about career stats data.

Career-Ready Credentials

When you complete this program, you'll earn a certificate and a digital achievement badge you can use to showcase your professional development.

Our Enrollment Coaches Are Here to Help

Connect with an enrollment coach to learn more about this offering. Or if you need help finding the right certificate, specialization or course for you, reach out to explore your options.


This program is intended for professional development and is not designed to meet educational requirements for professional licensure or certification.

Approved by the UW Foster School of Business.

View this program's advisory board.


Specialization, Certificate or Course: What’s the Difference?

Specialization
Deep dive into an in-demand skill
Courses: 1-2 | Class Hours: 35+ | Credential: Certificate of Completion

Certificate
In-depth preparation for a new career or career advancement
Courses: 1-3 | Class Hours: 90+ | Credential: Certificate of Completion

Course
Foundation in a topic and step toward further study
Class Hours: < 30

Learn More