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Google Cloud

Understand Google Cloud Agents

Google Cloud via Coursera

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Overview

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This course provides a comprehensive overview of Google Cloud's agent platforms, including Vertex AI Agent Builder, Gemini Enterprise, Conversational Agents, and the Agent Development Kit. Learners will understand the unique capabilities of each offering, distinguish between the optimal solution for specific use cases, and gain foundational knowledge in creating search and chat applications.

Syllabus

  • Course overview
    • This opening module provides a course overview, reviews foundational technical concepts like LLMs, grounding, and RAG, and introduces the central use case that will be referenced in later modules.
  • Introduction to Agents on Google Cloud
    • This module explores the concept of AI agents. It also identifies the key Google Cloud platforms for building agents and their overall business impact.
  • Gemini Enterprise
    • Describe the capabilities of Gemini Enterprise for enterprise employee productivity and distinguish between the different types of agents available within it.
  • Conversational Agents
    • Differentiate between deterministic, generative, and hybrid conversational agents and apply basic concepts of building conversational AI solutions using Dialogflow CX.
  • Vertex AI Agent Builder
    • Build and ground a basic AI agent using Vertex AI Agent Builder and integrate it into a web application.
  • Agent Development Kit (ADK)
    • Use the Agent Development Kit (ADK) to build and orchestrate multi-agent solutions with fine-grained control and flexibility.
  • Security, Access Control, and Deployment
    • Explain Google Cloud's enterprise-grade security features for AI agents and describe the processes for authentication, authorization, and deployment.
  • Conclusion
    • In this module, you get a summary of the key takeaways from this course.

Taught by

Google Cloud Training

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