This unit focuses on turning decision science into reliable, repeatable business practice by covering ModelOps, deployment infrastructure, metrics design, cost estimation, and mitigation of biases and wrong influences. Students learn to define actionable decisions, match measures to metrics, and design downstream decision flows and monitoring so executives can trust and scale automated and human-assisted decisions.
Learning Objectives
- Analyze the expected value and cost of a proposed decision initiative and produce a simple ROI estimate to prioritize competing opportunities
- Apply ModelOps and computing stack principles to design a deployment and monitoring plan that includes automated visualizations and observability for decision models
- Evaluate ethical, legal, and bias-related risks in decision systems (including biased hiring algorithms) and recommend mitigation strategies to prevent wrong influences
- Demonstrate the ability to define a concrete decision action, align metrics to measures, and configure downstream decision flows that free executives to lead and enable rapid organizational adaptation
Curriculum
- 1 Section
- 23 Lessons
- 30 hours
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- Unit 3 — Operationalizing Decision Intelligence23
- 1.1Seeing How Much a Decision Is Worth20 mins
- 1.2Competing in the Moment20 mins
- 1.3Rebuilding at the Speed of Disruption20 mins
- 1.4Looking at Streaming Decision-Making Models20 mins
- 1.5The New Influencers: Decision Masters20 mins
- 1.6Know Your Tools20 mins
- 1.7Following a Flawed Model for Repeat Offenders20 mins
- 1.8Tracking the Inverted V20 mins
- 1.9Having Your Inverted V Lightbulb Moment20 mins
- 1.10Defining the Action You Seek20 mins
- 1.11Taking a Look at What Your Computing Stack Should Look Like Now20 mins
- 1.12Freeing Executives to Lead Again20 mins
- 1.13Seeing the Value of ModelOps20 mins
- 1.14Matching the Metrics to the Measure20 mins
- 1.15Changing Winds and Changing Business Models20 mins
- 1.16Redefining Industries20 mins
- 1.17Making Downstream Decisions20 mins
- 1.18Preventing Wrong Influences from Affecting Decisions20 mins
- 1.19Use Automated Visualizations20 mins
- 1.20Using A Sexist Hiring Algorithm20 mins
- 1.21Estimating How Much Decision Intelligence Will Cost You20 mins
- 1.22Recognizing Why Things Go Wrong20 mins
- 1.23Setting Up the Decision20 mins
Instructor
Free
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