Building Machine Learning Powered Applications
A product-oriented guide to turning machine learning ideas into usable applications.
About the Book
A product-oriented guide to turning machine learning ideas into usable applications. It emphasizes the full workflow from framing a problem and collecting data to building, evaluating, deploying, and improving an ML system.
What's inside
- choosing ML product opportunities
- data collection and labeling
- model prototyping
- evaluation and iteration
- deployment, monitoring, and maintenance
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13.96 MB Total Size