Machine Learning in Production — Book Overview

After teaching our Machine Learning in Production class (formerly “Software Engineering for AI-Enabled Systems”) four times, we stupidly made a decision we are going to soo regret when there are still so many chapters left: We are going to write a book with our collected material.

We will release the book publicly under creative commons license eventually. While we work on it, we are releasing individual chapters here, one at a time. We hope that more chapters below will be filled with links soon.

Table of Contents

  • Introduction
  • From model to production system
  • Challenges of production machine learning systems

associate professor @ Carnegie Mellon; software engineering, configurations, open source, SE4AI, juggling

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