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Reading: The Big Book of Machine Learning Use Cases – 2nd Edition
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Content Lead > Blog > White Paper > The Big Book of Machine Learning Use Cases – 2nd Edition
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The Big Book of Machine Learning Use Cases – 2nd Edition

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Your complete how-to guide to putting machine learning to work — plus use cases, code samples and notebooks
The world of machine learning is evolving so quickly that it’s challenging to find real-life use cases that are relevant to your day-to-day work.
That’s why we’ve created this comprehensive guide you can start using right away. Get everything you need — use cases, code samples and notebooks — so you can start putting the Databricks Lakehouse Platform to work today.
Plus, you’ll get case studies from leading companies like Comcast, Regeneron and Nationwide.
Learn how to:
  1. Improve on-shelf availability with out of stock modeling
  2. Make real-time decisions in professional sports using quantitative modeling
  3. Use dynamic time warping and MLflow to detect sales trends series
  4. Perform multivariate time series forecasting with recurrent neural networks
  5. Access new product capabilities with demos
  6. Detect financial fraud at scale with decision trees and MLflow on Databricks
Read More

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Content Lead September 15, 2025 September 15, 2025
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