Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Foundations of AI Agents in Google Cloud
- Defining AI agents and distinguishing them from chatbots and standard AI applications
- Exploring common enterprise use cases for agents in business environments
- Surveying the Google Cloud services utilized in agent development
Architecting AI Agents
- Identifying key agent components: models, instructions, tools, memory, and workflows
- Selecting the appropriate level of agent capability for specific business scenarios
- Crafting effective instructions and establishing basic guardrails
Developing Agents with Vertex AI and Gemini
- Setting up the Google Cloud environment for development
- Utilizing Vertex AI and Gemini models to construct a foundational agent
- Evaluating prompts, responses, and basic agent behaviors
Integrating Agents with Tools and Data
- Facilitating tool usage through APIs and function calling
- Linking agents to business data to ensure grounded responses
- Enhancing reliability, relevance, and overall response quality
Deployment and Operations
- Reviewing deployment strategies for agent solutions on Google Cloud
- Implementing monitoring, logging, and basic performance evaluation
- Addressing security, access control, and responsible AI practices
Applied Workshop and Future Directions
- Constructing a simple agent for a realistic business scenario
- Analyzing design decisions and identifying areas for improvement
- Planning next steps for pilot projects and continued learning
Requirements
- A foundational grasp of cloud computing concepts and web applications
- Proficiency with APIs, JSON, and Google Cloud services or comparable cloud platforms
- Foundational programming skills in Python, JavaScript, or another contemporary language
Target Audience
- Developers interested in creating AI agents on Google Cloud
- Technical leads and solution architects investigating agent-based applications
- Data and AI practitioners seeking practical hands-on experience with Vertex AI agent capabilities
7 Hours
