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Il y a 2 modules dans ce cours
This course provides an in-depth exploration of advanced AI agent development, focusing on function calling, tool integration, and orchestrating complex tasks. You will learn to define custom functions to extend the capabilities of large language models, architecting autonomous systems that combine built-in tools and structured output. The curriculum covers the entire lifecycle of a sophisticated AI application, from designing robust conversation flows with error handling to analyzing the economics of token usage. By the end of this course, you will be able to:
- Build multi-capability systems that combine custom functions, built-in tools, and intelligent model selection.
- Define and integrate custom function schemas to allow your AI to interact with external data and services.
- Create reliable, multi-step agent behaviors with proper asynchronous handling and security best practices.
- Monitor token usage and project costs to ensure sustainable and cost-effective application scaling.
- Launch your final AI application rapidly using Google Cloud Run integration for professional-grade hosting.
This module teaches you to build sophisticated AI agents by creating custom functions that extend the AI's capabilities beyond text generation. You'll learn the complete function calling mechanism, from defining function schemas to handling asynchronous execution and managing security considerations. The module shows you how to architect comprehensive AI agents that seamlessly combine custom functions, built-in tools, structured output, and intelligent model selection into autonomous systems. You'll design conversation flows that naturally orchestrate multiple capabilities, implement proper error handling, and create agents that can perform complex, multi-step tasks. By the end, you'll build an AI agent that demonstrates mastery of all course concepts and represents the current state-of-the-art in AI application development.
Inclus
3 vidéos2 lectures2 devoirs
Afficher les informations sur le contenu du module
3 vidéos•Total 14 minutes
From static to dynamic AI•3 minutes
Function calling fundamentals•7 minutes
Building AI agents•5 minutes
2 lectures•Total 20 minutes
Course introduction•10 minutes
Conclusion and next steps•10 minutes
2 devoirs•Total 75 minutes
Activity: AI agent architecture design•60 minutes
Knowledge check: Building your AI agent•15 minutes
Production Planning and Deployment
Module 2•2 heures à terminer
Détails du module
The final module brings everything together, teaching you to launch AI applications that are both powerful and sustainable. You'll start by looking into the economics of AI, learning to analyze token usage and predict costs before they surprise you. Through practical exercises, you'll optimize your applications to reduce costs while maintaining quality. Then you'll learn about deploying directly to Cloud Run from AI Studio. You'll implement smart cost controls, usage limits, and monitoring to ensure your AI applications can scale sustainably. By module's end, you'll have deployed real applications and gained the confidence to rapidly iterate on ideas while keeping costs under control.
Inclus
3 vidéos2 lectures2 devoirs
Afficher les informations sur le contenu du module
3 vidéos•Total 11 minutes
Planning to launch your AI application•3 minutes
Understanding tokens and costs•4 minutes
From code to cloud with ease•4 minutes
2 lectures•Total 20 minutes
Easy deployment and monitoring•10 minutes
Conclusion and next steps•10 minutes
2 devoirs•Total 90 minutes
Activity: Deploy your AI-powered application•60 minutes
Production planning and deployment•30 minutes
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Google DeepMind is a team of scientists, engineers, ethicists and more, working to build the next generation of AI systems safely and responsibly. By solving some of the hardest scientific and engineering challenges of our time, we’re working to create breakthrough technologies that could advance science, transform work, serve diverse communities — and improve billions of people’s lives.
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