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BMA: Project, Product & Operations
Applied AI Modeling and Product Fit
Curriculum
1 Section
7 Lessons
30 hours
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Unit 2 — Applied AI Modeling and Product Fit
7
1.1
How Models Learn: An Example with k-Nearest Neighbors (k-NN)
20 mins
1.2
Day-to-Day Activities
20 mins
1.3
AI/ML Capability Matching: Connecting Problems to Solutions
20 mins
1.4
End-to-End Example—Predicting Churn in a Subscription Service
20 mins
1.5
Evaluating Model Performance
20 mins
1.6
Required Skills and Knowledge: The AI-Experiences PM Toolkit
20 mins
1.7
Finding AI Opportunities in the User Journey
20 mins
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