Drive Product Success with Data Decisions

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Drive Product Success with Data Decisions

This course is part of Product Intelligence: Unlock Insights for Product Success Specialization

Instructor: John Whitworth

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2 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

2 hours to complete

Flexible schedule

Learn at your own pace

2 modules

Gain insight into a topic and learn the fundamentals.

Intermediate level

Recommended experience

2 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Prioritization frameworks remove bias, enabling data-driven, defensible product decisions stakeholders trust.
Decision memos turn insights into action through clear recommendations and transparent risk assessments.
Sustainable success balances data (impact, effort, confidence) with strategic judgment on timing and competition.
Cross-functional alignment relies on transparent communication of decision criteria and trade-offs, not just outcomes.

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Build your subject-matter expertise

This course is part of the Product Intelligence: Unlock Insights for Product Success 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
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There are 2 modules in this course

Every day, product teams face hundreds of feature requests, stakeholder demands, and strategic decisions. But which ones actually move the needle? This Short Course was created to help data analysis professionals accomplish systematic, defensible product prioritization that drives measurable business impact.

By completing this course, you'll be able to apply proven frameworks like RICE scoring to eliminate subjective bias in feature selection, create compelling decision memos that turn data insights into strategic action, and build stakeholder confidence through transparent, data-backed prioritization processes that you can implement immediately in your next sprint planning session. By the end of this course, you will be able to: Evaluate features for prioritization based on impact, confidence, and effort using structured frameworks Create decision memos that link identified trends to proposed roadmap changes and assess associated risks This course is unique because it combines quantitative prioritization techniques with strategic communication skills, giving you both the analytical tools and the executive-level writing skills to influence product direction. To be successful in this project, you should have a background in data analysis and basic product management concepts.

Learners will master the RICE prioritization framework to systematically evaluate competing product features, eliminating subjective bias through structured impact, confidence, and effort assessments.

What's included

2 videos1 reading2 assignments

Learners will master the creation of executive-level decision memos that transform analytical insights into actionable strategic recommendations with comprehensive risk assessment.

What's included

3 videos1 reading2 assignments

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Instructor

John Whitworth

29 Courses2,805 learners

Offered by

Coursera

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Frequently asked questions

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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.