Machine Learning Design Patterns
Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
$149.04
- Paperback
400 pages
- Release Date
31 October 2020
Summary
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.
In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatabil…
Book Details
| ISBN-13: | 9781098115784 |
|---|---|
| ISBN-10: | 1098115783 |
| Author: | Valliappa Lakshmanan |
| Publisher: | O'Reilly Media |
| Imprint: | O'Reilly Media |
| Format: | Paperback |
| Number of Pages: | 400 |
| Release Date: | 31 October 2020 |
| Weight: | 706g |
| Dimensions: | 178mm x 233mm |
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Valliappa Lakshmanan
Valliappa (Lak) Lakshmanan is Global Head for Data Analytics and AI Solutions on Google Cloud. His team builds software solutions for business problems using Google Cloud’s data analytics and machine learning products. He founded Google’s Advanced Solutions Lab ML Immersion program. Before Google, Lak was a Director of Data Science at Climate Corporation and a Research Scientist at NOAA.
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