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⇱ Strategize, Roadmap, and Mitigate AI Projects | Coursera


Strategize, Roadmap, and Mitigate AI Projects

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Strategize, Roadmap, and Mitigate AI Projects

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

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Shareable certificate

Add to your LinkedIn profile

Recently updated!

December 2025

Assessments

4 assignments¹

AI Graded see disclaimer
Taught in English

Build your subject-matter expertise

This course is part of the Managing AI Projects That Ship and Scale Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There is 1 module in this course

Strategize, Roadmap, and Mitigate AI Projects is a practical course for product managers, analysts, and technical leads who want to move AI ideas from concept to responsible deployment. Too often, AI projects fail because feasibility checks are skipped, roadmaps are rushed, or ethical safeguards are ignored. In this course, you’ll learn how to evaluate feasibility across data, technical, and business dimensions, design a roadmap that sequences work into prototype, pilot, and deployment phases, and conduct ethical, legal, and societal (ELSI) reviews to identify risks and recommend safeguards. Through case-driven videos, hands-on labs, and reflective dialogues, you’ll practice applying these frameworks to scenarios like fraud detection, medical imaging, and AI hiring assistants. The course concludes with a graded project where you integrate feasibility, roadmap design, and ELSI review into a single decision-ready plan—equipping you to lead AI projects that are realistic, scalable, and trusted.

Strategize, Roadmap, and Mitigate AI Projects helps product managers, analysts, and technical leads move AI ideas from concept to responsible deployment. Learners explore feasibility, roadmap design, and ethical risk assessment through practical cases and hands-on labs, ending with a project that integrates all three skills into a decision-ready plan.

What's included

8 videos3 readings4 assignments

8 videosTotal 31 minutes
  • First Steps in the Course3 minutes
  • The AI Project Funnel: From Idea to Feasibility3 minutes
  • Case Example: When AI Hype Outpaced Feasibility4 minutes
  • The Art of Sequencing: MVPs, Pilots, and Full Deployments4 minutes
  • Case Study: Rolling Out Fraud Detection AI in Finance5 minutes
  • Why Ethics & Law Aren't Optional in AI Projects4 minutes
  • Case Study: Facial Recognition - Risks & Safeguards4 minutes
  • Congratulations and Continuous Learning Journey3 minutes
3 readingsTotal 16 minutes
  • Feasibility Factors: Data Readiness, Tech Fit, Business ROI5 minutes
  • Roadmapping in Practice: Tools and Techniques6 minutes
  • ELSI Reviews: Framework for Responsible AI5 minutes
4 assignmentsTotal 80 minutes
  • Feasibility, Roadmap, and ELSI Review20 minutes
  • HOL: Assess AI Project Feasibility Before Roadmap Approval30 minutes
  • HOL: Draft Your AI Roadmap in Jira/Trello15 minutes
  • HOL: Run an ELSI Review on an AI Feature15 minutes

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Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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¹ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.