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AI for Leader
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35
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20-40 hours
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Accuracy, Precision, and Recall in Plain English
lesson · M1 · 15 min
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Assessing Your Data Estate Without Being a Data Scientist
lesson · M2 · 15 min
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Benchmarks That Matter vs Vanity Metrics
lesson · M3 · 15 min
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Building Fairness Into Procurement Requirements
lesson · M4 · 15 min
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Building Your ROI Measurement System
lesson · M5 · 15 min
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Data Quality Debt and Its Cost to AI Initiatives
lesson · M6 · 15 min
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Data Readiness: The Hidden AI Killer
lesson · M7 · 15 min
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Deconstructing AI Vendor Pitches
lesson · M8 · 15 min
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Defining Success Criteria Before You Start
lesson · M9 · 15 min
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Designing Pilots That Actually Prove Something
lesson · M10 · 15 min
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Direct, Indirect, and Hidden Costs of AI
lesson · M11 · 15 min
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Establishing Pre-AI Baselines That Actually Work
lesson · M12 · 15 min
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Fairness Auditing for Business Applications
lesson · M13 · 15 min
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From Pilot to Production: The Scaling Checklist
lesson · M14 · 15 min
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Killing Projects with Confidence
lesson · M15 · 15 min
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Making the Final Call: A Decision Template
lesson · M16 · 15 min
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Monitoring Reliability Over Time
lesson · M17 · 15 min
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Partnership Models and Risk Sharing
lesson · M18 · 15 min
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Privacy and Data Governance Prerequisites
lesson · M19 · 15 min
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Proof of Concept vs Production Readiness
lesson · M20 · 15 min
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Reference Checking AI Implementations
lesson · M21 · 15 min
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Reliability Metrics for Non-Technical Leaders
lesson · M22 · 15 min
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Setting Reliability Thresholds for Your Business
lesson · M23 · 15 min
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Strategic vs Commodity AI: Where to Invest
lesson · M24 · 15 min
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Testing AI Systems Before You Buy
lesson · M25 · 15 min
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The Build-Buy-Partner Decision Framework
lesson · M26 · 15 min
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The Data Readiness Scorecard
lesson · M27 · 15 min
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The Fairness Assessment Checklist
lesson · M28 · 15 min
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The Go/No-Go Decision Framework
lesson · M29 · 15 min
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The Vendor Evaluation Scorecard
lesson · M30 · 15 min
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Time-to-Value Frameworks for AI Investments
lesson · M31 · 15 min
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Bias in AI: What Leaders Must Understand
lesson · M32 · 10 min
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When Bias Becomes Liability
lesson · M33 · 15 min
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Why Most AI ROI Calculations Are Wrong
lesson · M34 · 15 min
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Total Cost of Ownership Analysis for AI
lesson · M35 · 10 min
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