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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!
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!
Simon Thompson has spent 25 years developing AI systems. He led the AI research program at BT Labs in the UK, where he helped pioneer Big Data technology for the company and managed an applied research practice for nearly a decade. Simon now works delivering Machine Learning Systems for financial services companies in the City of London as the Head of Data Science at GFT Technologies.
| Erscheinungsjahr: | 2023 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 275 |
| Inhalt: | Gebunden |
| ISBN-13: | 9781633439023 |
| ISBN-10: | 163343902X |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: | Thompson, Simon |
| Hersteller: | Manning Publications |
| Maße: | 235 x 187 x 18 mm |
| Von/Mit: | Simon Thompson |
| Erscheinungsdatum: | 22.08.2023 |
| Gewicht: | 0,514 kg |
Simon Thompson has spent 25 years developing AI systems. He led the AI research program at BT Labs in the UK, where he helped pioneer Big Data technology for the company and managed an applied research practice for nearly a decade. Simon now works delivering Machine Learning Systems for financial services companies in the City of London as the Head of Data Science at GFT Technologies.
| Erscheinungsjahr: | 2023 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 275 |
| Inhalt: | Gebunden |
| ISBN-13: | 9781633439023 |
| ISBN-10: | 163343902X |
| Sprache: | Englisch |
| Einband: | Gebunden |
| Autor: | Thompson, Simon |
| Hersteller: | Manning Publications |
| Maße: | 235 x 187 x 18 mm |
| Von/Mit: | Simon Thompson |
| Erscheinungsdatum: | 22.08.2023 |
| Gewicht: | 0,514 kg |
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