August 2026
Intermediate to advanced
386 pages
10h 44m
English
Content preview from MLOps with DatabricksBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Index
A
- A/B testing, for models, A/B Testing-Moving assignment into the model logic
- moving assignment into the model logic, Moving assignment into the model logic-Moving assignment into the model logic
- routing strategies, Choosing a routing strategy-Request-level assignment
- access control, platform design with, Access Control Strategy-Access Control Strategy
- access modes, Policies and access modes
- accuracy, EU AI Act provisions for, Article 15: Accuracy, Robustness, and Cybersecurity
- Agent-as-a-Judge, MLflow GenAI Evaluation Framework
- agents
- core logic, Core Agent Logic-Core Agent Logic
- custom MLflow, Defining a Custom Agent-Testing the Agent
- initialization/async handling, Initialization and Async Handling
- logging, Agent Logging
- memory with Lakebase, Agent Memory with Lakebase-Utilizing a connection pool
- prediction/streaming, Prediction and Streaming
- registering/preparing for serving, Registering the Agent and Preparing for Serving
- testing, Testing the Agent
- AI gateways, AI gateways, Unity AI Gateway
- AI governance, AI Governance-Conclusion
- AI project lifecycle, AI Project Lifecycle
- EU AI Act
- Article 9: risk management system, Article 9: Risk Management System-Security and cybersecurity risks
- Article 10: data and data governance, Article 10: Data and Data Governance-Business analysis
- Article 11: technical documentation, Article 11: Technical Documentation
- Article 12: record-keeping, Article 12: Record-Keeping
- Article 13: transparency/provision of information to deployers, Article 13: Transparency and Provision ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.