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Course Outline
Core Foundations of AI Agents on Google Cloud
- Defining AI agents and distinguishing their capabilities from standard chatbots and AI applications
- Identifying common enterprise use cases for agent deployment
- Surveying the Google Cloud services integral to agent development
Architecting Agent Solutions
- Examining key agent components: the model, instructions, tools, memory, and workflow orchestration
- Selecting appropriate agent capabilities to match specific business scenarios
- Crafting effective instructions and establishing fundamental guardrails
Constructing Agents with Vertex AI and Gemini
- Configuring the Google Cloud environment for development
- Utilising Vertex AI and Gemini models to instantiate a basic agent
- Testing prompts, evaluating responses, and observing basic agent behaviours
Integrating Agents with Tools and Data
- Facilitating tool utilisation through APIs and function calling
- Linking agents to business data to ensure grounded and accurate responses
- Enhancing reliability, relevance, and the overall quality of responses
Deploying and Managing Agents
- Exploring deployment strategies for agent solutions on Google Cloud
- Implementing monitoring, logging, and baseline evaluation of agent performance
- Addressing security, access control, and responsible AI practices
Practical Workshop and Future Directions
- Developing a straightforward agent for a realistic business scenario
- Reviewing design decisions and identifying areas for improvement
- Formulating plans for pilot projects and continued professional development
Requirements
- A solid grasp of cloud computing fundamentals and web application development
- Knowledge of APIs, JSON structures, and experience with Google Cloud services or comparable cloud platforms
- Proficiency in programming using Python, JavaScript, or another contemporary language
Target Audience
- Developers seeking to implement AI agents on the Google Cloud platform
- Technical leads and solution architects investigating agent-based application architectures
- Data and AI professionals looking for hands-on experience with Vertex AI’s agent capabilities
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 1600 € + VAT*
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