MLOps with Databricks by Maria Vechtomova (.ePUB)
File Size: 9 MB
MLOps with Databricks: Machine Learning and GenAI Applications End to End by Maria Vechtomova
Requirements: .ePUB reader, 9 mb
Overview: MLOps engineers have to deal with a glut of tools and SaaS applications, not to mention technical debt clogging the system. Such complexity requires a comprehensive approach. The Databricks platform provides all the critical components for end-to-end MLOps and LLMOps in one place. This exhaustive book shows you how to use Databricks to build and manage a robust ML system that delivers on your business’s needs.
Maria Vechtomova guides you through MLOps principles and explains how Databricks handles themachine learning lifecycle holistically, from data preparation to model deployment and monitoring,and enables data engineers, data scientists, and MLOps engineers to collaborate seamlessly. To putall the pieces together, you’ll navigate two ML projects: a real-time ML application and an LLM-basedsystem that highlights LLM-specific Databricks features.
Genre: Non-Fiction > Tech & Devices
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