AI Engineer - Learn how to integrate AI into software applications
Master AI and Machine Learning: From Neural Networks to Applications
Overview
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Dive into essential practices for operationalizing Generative AI Agents in this comprehensive webinar featuring Sokratis Kartakis and Sita Lakshmi Sangameswaran. Discover AgentOps, a framework that builds upon DevOps, MLOps, and GenAIOps foundations to address the unique challenges of managing AI agents in production environments. Master fundamental components including agent evaluation methodologies, optimization techniques, and tool management strategies. Learn repository standardization and CI/CD pipeline implementation specifically designed for AI agent workflows. Explore effective architecture designs that incorporate both technical systems and human processes for successful agent deployment. Understand strategies for handling complex multi-turn interactions and agent memory management. Examine key agent development frameworks that enable robust, scalable deployment of AI agents. Gain practical insights into operationalizing generative AI systems using Google Cloud's Agent Developer Kit (ADK) and Vertex AI platform, with real-world examples and best practices for production-ready AI agent implementations.
Syllabus
AgentOps: Operationalize AI Agents
Taught by
Google Cloud Tech