Google Cloud
Generative AI in Production
Take generative AI applications from prototype to production.
1 dayIntermediate1 modules
About this course
Take generative AI applications from prototype to production. Over one day you will examine what makes LLM applications hard to run in production, manage experimentation and evaluation, deploy and secure them, and add the logging and monitoring that keep them reliable.
What you'll learn
- Understand the challenges in productionizing applications using generative AI
- Manage experimentation and evaluation for LLM-powered application
- Productionize LLM-powered applications
- Secure generative AI applications
- Implement logging and monitoring for LLM-powered applications
Curriculum
1 modules
- Introduction to GenAI in Production
- GenAI Application Deployment
- Productionizing GenAI
- Securing GenAI Applications
- Observability for Production LLM Systems
Who it's for
ML engineers and developers deploying LLM applications.
Before you start
- Before attending this course, students should have attended the Application Development with LLMs on Google Cloud course
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