Managing Machine Learning Projects: From Design to Deployment - Simon Thompson
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Guide machine learning projects with the techniques in this unique project management guide. Managing Machine Learning Projects is a comprehensive guide to delivering successful machine learning projects from idea to production. The book is laid out as a series of fictionalised sprints that take you from pre-project requirements and proposal development all the way to deployment. You will discover battle-te ... Full description
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Description
Guide machine learning projects with the techniques in this unique project management guide.
Managing Machine Learning Projects is a comprehensive guide to delivering successful machine learning projects from idea to production. The book is laid out as a series of fictionalised sprints that take you from pre-project requirements and proposal development all the way to deployment. You will discover battle-tested techniques for ensuring you have the appropriate data infrastructure, coordinating ML experiments, and measuring model performance. With this book as your guide, you will know how to bring a project to a successful conclusion, and how to use your lessons learned for future projects.
About the readerThis book is for anyone interested in better management of machine learning projects. No technical skills are required!
More Information
| Author | Simon Thompson |
|---|---|
| Publisher | Manning Publications |
| Release year | 2023 |
| Cover type | Softcover |
| EAN | 9781633439023 |