Understand Google Cloud Agents

Overview

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.