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Predictive Modeling With AI: A Practical Guide to Building, Evaluating, and Deploying Data-Driven Forecasts-logo

Predictive Modeling With AI: A Practical Guide to Building, Evaluating, and Deploying Data-Driven Forecasts

Eric Donnelly

Transform messy data into powerful business forecasts using intuitive AI workflows and practical predictive modeling. Perfect for your focused morning commute or professional upskilling sessions, this guide bridges theoretical data science and...

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Opening Credits

1/13/2026
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Chapter 1: From Gut Feel To Predictive Modeling

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Chapter 2: Framing The Right Prediction Problem

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Chapter 3: Working With Real World Data

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Chapter 4: Designing Features That Capture Signal

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Chapter 5: Choosing The Right Model Family

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Chapter 6: Training Models Without Fooling Yourself

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Chapter 7: Measuring What Matters With Model Metrics

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Chapter 8: Tackling Imbalanced, Temporal, And Drifting Data

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Chapter 9: Making Models Understandable, Fair, And Governed

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Chapter 10: From Prototype To Production And Beyond

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Closing Credits

1/13/2026