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Efficient MLOps

Efficient MLOps



КнигиКниги Рейтинг публикации: 0 (голосов: 0)  
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Free Download Efficient MLOps by Finbarrs Oketunji
English | October 26, 2024 | ISBN: N/A | ASIN: B0DL4GDJ9Z | 501 pages | EPUB | 0.41 Mb
Efficient MLOps is a detailed strategy for streamlining machine-learning operations through GitHub-centric workflows and automation. From setting up efficient training pipelines to implementing real-time model monitoring-this book presents battle-tested best practices for ML Engineers.

Learn the art of continuous integration and deployment for machine-learning projects using GitHub Actions and modern MLOps tools. Learn practical techniques for data versioning, model serving, and maintaining high-performance ML systems in production. Transform your ML projects from experimental notebooks to production-ready systems with industry-standard practices and workflows.
Whether you're a Data Scientist or ML Engineer, this book provides the knowledge to build and maintain scalable ML systems using GitHub's innovative ecosystem.

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  • Добавлено: 22/05/2025
  • Автор: OneDDL
  • Просмотрено: 1
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Общий размер публикации: 422 КБ
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