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Course Outline
Foundations of AI Agents on Google Cloud
- Defining AI agents and distinguishing them from chatbots and conventional AI applications
- Identifying common enterprise use cases for agent deployment
- Overview of the Google Cloud services utilised in agent development
Designing Agent Architecture
- Examining core agent components: model, instructions, tools, memory, and workflow
- Selecting the appropriate agent capability level for specific business scenarios
- Crafting effective instructions and establishing basic guardrails
Developing Agents with Vertex AI and Gemini
- Preparing the Google Cloud environment for development activities
- Utilising Vertex AI and Gemini models to create a foundational agent
- Testing prompts, responses, and basic agent behaviours
Integrating Agents with Tools and Data
- Enabling tool utilisation through APIs and function calling
- Connecting agents to business data to ensure grounded responses
- Enhancing reliability, relevance, and overall response quality
Deploying and Managing Agents
- Exploring deployment options for agent solutions on Google Cloud
- Implementing monitoring, logging, and basic performance evaluation
- Addressing security, access control, and responsible AI considerations
Practical Workshop and Future Directions
- Constructing a simple agent for a realistic business scenario
- Evaluating 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 application development
- Knowledge of APIs, JSON, and Google Cloud services or comparable cloud platforms
- Basic proficiency in programming using Python, JavaScript, or another contemporary language
Target Audience
- Developers seeking to implement AI agents on Google Cloud
- Technical leads and solution architects exploring agent-based application architectures
- Data and AI practitioners aiming to gain hands-on experience with Vertex AI agent functionalities
7 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
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