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AI+ Data Agent Specialty™
Data automation with AI is changing how information flows and decisions are made. This training brings together current agent concepts and shows how smart data processes work in practice.
Key topics
- Concepts and structure of intelligent data agents.
- Understanding and effectively using modern agent systems.
- Capturing, evaluating, and providing information in a structured way.
- Integrating generative AI functions meaningfully into data workflows.
- Developing prompt structures for automated data processes.
Prerequisite
Anyone familiar with digital tools and curious about AI-based processes is ideally positioned for this course.
Target group
Suitable for anyone who wants to work more efficiently in data-rich environments – from process optimization to AI integration.
The result: concrete skills for smart data work and a clear advantage in automated, AI-supported working environments.
Course content
Getting to know AI agents – introduction and fundamentals
- Structure and functioning of an AI agent
- Building blocks of modern AI agent architectures
- Different types and their areas of application
- Practical exercise: no-code tools and ML models for data agents
The role of data agents in modern AI environments
- Structure and functioning of AI data agents
- Comparing AI and AI data agents
- Structural elements of modern data agents
- Overview of different data agent types
- Current and trending AI data agent solutions
Capturing and providing data in a structured way
- Planned process in AI-supported data collection
- Approaches for targeted data acquisition
Data transformation and feature development
- Preparing and restructuring raw data
- Developing relevant features for AI applications
- Practical exercise: no-code solution for preprocessing and feature development
Applying machine learning effectively for data agents
- Fundamentals: ML models in a data agent context
- Selecting and training appropriate models
- Practical exercise: no-code and ML solutions for data agents
Responsible use: ethics, security, and data protection
- Ethical aspects of using AI data agents
- Addressing security risks and data protection requirements
Final project for comprehensive application
- Defining the task and initial situation
- Developing and implementing a solution
- Evaluating results and further development
- Using no-code and ML solutions in the final project
Up to 100% funding for your continuing education
Attractive funding opportunities are available for numerous continuing education programs – depending on the funding program, up to 100% funding is possible.
The requirement is that you live or work in Germany. Our funding opportunities are not available outside of Germany.
Funding opportunities are available for career starters, job seekers, career changers, startups, experienced professionals, those seeking career advancement, and specialists.
