What You Need to Know Before
You Start

Starts 4 June 2026 02:18

Ends 4 June 2026

00 Days
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Make Data Decisions

Explore how to make defensible promotion decisions using weighted decision matrices, AI tools like ChatGPT, and data inputs to eliminate bias and communicate evidence-based recommendations confidently.
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Coursera

2865 Courses


1 hour 21 minutes

Optional upgrade avallable

Beginner

Progress at your own speed

Paid Course

Optional upgrade avallable

Overview

Two candidates. One promotion.

How do you decide—and defend your choice? This course teaches you to explain why performance score, tenure, and potential rating each matter for promotion decisions—and why relying on any single input leads to costly mistakes.

You'll build a weighted decision matrix that makes trade-offs explicit and defensible. You'll also learn to use AI tools like ChatGPT to draft plain-language recommendations, then verify the AI's output matches your actual data.

Through realistic role plays where you present to a promotion committee and coach dialogues where you navigate political pressure, you'll practice making evidence-based decisions that hold up to scrutiny. Designed for HR professionals and team leads.

Basic spreadsheet familiarity helpful. Access to free ChatGPT or Claude recommended.

Syllabus

  • Understanding Promotion Decision Inputs
  • In this module, you'll apply your understanding of why gut-feel promotions fail and what data inputs actually predict success in a new role. Through a discovery role play, you'll face a promotion decision where your instinct conflicts with the data—then learn why performance score, tenure, and potential rating each tell a different part of the story.
  • Building and Using a Decision Matrix
  • In this module, you'll move from understanding inputs to making defensible decisions. Using a weighted decision matrix, you'll compare two promotion candidates, apply organizational weights, and learn to communicate your recommendation using AI assistance—while ensuring your reasoning is transparent and verifiable.

Taught by

Coursera Support and Ritesh Vajariya


Subjects

Business