O'Reilly Ebook

Explainable AI in Practice

Increase the Value of Your Predictive Models

Understanding and trusting models and their results is a hallmark of good science. Get the ebook from O'Reilly to get an applied perspective on how this applies to machine learning, including fairness, accountability, transparency, and explainable AI.

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The Accuracy & Interpretability Trade-Off Explained

This Report Includes:

  • An introduction of interpretable machine learning techniques, algorithms, and models

  • A discussion of predictive modeling and machine learning from an applied perspective

  • A presentation of a set of open source code examples for interpretability techniques

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