Building Intelligent AI Agents With Vertex AI And Google

What you'll learn
Students will learn about the GCP and Vertex AI Ecosystem
Introduction to AI Agents and their uses
Creating AI Agents using Vertex AI
Introduction of the Vertex AI Agent Engine
Requirements
Prior exposure to Colab
Access to the Google Ecosystem
People with prior exposure to Gen AI concepts
Description
Disclaimer- This course contains the use of artificial intelligenceUnlock the full potential of Vertex AI on Google Cloud Platform (GCP) by learning how to build and deploy intelligent, real-world AI agents using both pretrained models and custom models. Whether you're a developer, data scientist, or cloud enthusiast, this course will equip you with the practical knowledge and hands-on skills to leverage the powerful Vertex AI Agent Builder ecosystem and integrate it into production-ready applications.You'll begin by understanding the foundations of the GCP ecosystem and the Vertex AI platform, exploring how they fit into the broader world of cloud-based machine learning. We then cover the theory behind AI agents, including different types of agents and how agent-based thinking can improve automation, decision-making, and user interaction.From there, you'll dive deep into building AI agents using Vertex AI tools - working with foundation models, custom-trained models, and the Vertex AI Agent Builder Engine. You'll explore how to use the Agent Builder in both the Google Cloud Console and Google Colab, and learn how to integrate external tools and functions into your agents.You'll also build practical agent-based applications using LangChain and Python, including hands-on demos like building a currency conversion tool, connecting it with an LLM agent, and deploying it using modern tools.By the end of this course, you'll be able to:Navigate the GCP and Vertex AI ecosystems with confidenceUnderstand the architecture and purpose of AI agentsUse both custom and pretrained models with Vertex AIBuild intelligent agents using the Vertex AI Agent Builder engineIntegrate functions and tools via LangChainAgentDevelop and deploy practical LLM applications using Vertex AI in Colab and PythonWhether you're aiming to enhance your cloud AI skills, automate complex workflows, or build cutting-edge AI products, this course gives you the tools and insight to make it happen - with guidance from an experienced AI educator and practitioner.
AI practitioners and students,Data Scientists,People with prior exposure to Gen AI concepts
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