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AI agents and workflow automation with n8n
From self-hosted installations to production-ready AI orchestration: Build, integrate, secure, and operate workflows
Online
2 days
German
€ 1.390,-
plus VAT.
€ 1.654,10
incl. VAT.
Booking number
42722
Venue
Online
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5 dates
€ 1.390,-
plus VAT.
€ 1.654,10
incl. VAT.
Booking number
42722
Venue
Online
5 dates
plus VAT.
incl. VAT.
Booking number
Venue
0 Dates
Become a certified
Machine Learning Engineer
Machine Learning Engineer
This course is part of the certified Master Class "Machine Learning Engineer". If you book the entire Master Class, you save over 15 percent compared to booking this individual module.
To the Master Class
In-house training
In-house training just for your employees - exclusive and effective.
Inquiries
In cooperation with
In cooperation with
In this hands-on training how to develop powerful workflows with n8n and integrate AI features into automation processes in a targeted manner. You’ll work with realistic scenarios—ranging from simple workflows to complex, production-ready automations.
You’ll receive a structured introduction to n8n—from operation and architecture to integrations and data processing, all the way through to productive deployment and secure operation. A special focus is placed on integrating AI functionalities such as classification, extraction, routing, and agent-based workflows.
In addition, you’ll learn how to design automations that are stable, maintainable, and secure—including error handling, governance, and the controlled use of AI. This will enable you to efficiently implement modern automation solutions within the company.
Contents
1. Basics and Overview of n8n
- Concepts, architecture, and user interface.
- Operating Models: Cloud vs. Self-Hosted.
- Basic components: triggers, nodes, data flow, and credentials.
- Create and understand your first workflows.
2. Triggers, Data Flow, and Processing
- Trigger types: Manual, Cron, and Webhook.
- Working with JSON, arrays, and data structures.
- Transformations, filters, and control logic (IF, Switch).
- Establishing stable data flows.
3. Integrations and APIs
- Understanding and Integrating REST APIs.
- Authentication, headers, and data formats.
- Handling rate limits and timeouts.
- Error handling with retries and backoff strategies.
4. Data Integration and Workflow Structure
- Persistence patterns (Insert, Update, Upsert).
- Sub-workflows and modular automations.
- Creating maintainable and reusable workflows.
5. Best Practices and Tool Comparison
- Error handling and monitoring.
- Maintainability, documentation, and structuring.
- Comparison of n8n with Make and Zapier.
6. Integrating AI into Workflows
- Typical AI use cases: classification, extraction, routing.
- Prompting for reproducible results.
- Human-in-the-loop approaches for controlled decision-making.
7. AI Agents and Tool Calling
- Agent patterns (e.g., planning and execution).
- Integration of external tools and APIs.
- Control of context and decision-making logic.
8. Production Deployment and Operation
- Deployment and the transition from development to production.
- Monitoring and scaling workflows.
- Introduction to self-hosted operation with n8n.
9. Security and Governance
- Handling credentials and access.
- Data Protection in AI-Driven Processes.
- Avoid risks such as incorrect decisions or prompt injection.
10. End-to-End Automation
- Development of complete automation processes.
- A combination of data, AI, and actions.
- Developing robust, production-ready workflows.
Learning environment
In your online learning environment, you will find useful information, downloads and extra services for this training course once you have registered.
Your benefit
- You'll learn how to use n8n to develop structured and powerful workflows.
- You integrate AI functions into automation processes in a targeted manner and use them in a controlled way.
- You can securely integrate APIs, data sources, and external systems.
- You develop robust, maintainable, and scalable automation solutions for production use.
- You understand how to operate automations securely and meet governance requirements.
- You'll learn practical best practices for modern workflow automation in the workplace.
trainer
No items found.
Methods
The training structured theoretical instruction with a strong practical component:
- Live demos and a step-by-step introduction to n8n and AI workflows
- Guided hands-on exercises in the workflow editor
- Building Your Own Automations Using Real-World Scenarios
- Final project on the development of an end-to-end workflow
An n8n training instance training provided for the training .
Final examination
Recommended for
This training for anyone who wants to implement automation processes—with or without AI—within their organization:
- Process owners and departments (e.g., Operations, HR, Finance) looking to automate their workflows
- IT and digital teams that want to run their workflows reliably and securely
- Data and AI teams looking to integrate AI into their processes in a controlled manner
- Product owners and solution architects who evaluate and implement automation platforms
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