Module 1
Fundamentals of AI
- History and methods of AI
- Classic ML and deep learning
- Neural networks, taught accessibly
- AI in everyday life and in business
KI-AKADEMIE · 300 training units
Full Course - the comprehensive course over eight weeks.
The comprehensive course. Six modules, from fundamentals through data and GenAI to project management and compliance. Final project included.
300 training units in 7-8 weeksOn-site or remote8 - 15 participants
Learning objectives
What you can do afterward.
- Comprehensive AI fundamentals: from algorithms through neural networks to transformers and LLMs
- Understand data quality, bias, and data literacy as the foundation
- Evaluate and plan industry-typical AI use cases (automotive)
- Data and compliance fundamentals for in-house AI projects
- Defend your own final hands-on project
Curriculum
six modules. A clear structure.
Module 2
Data as the fuel
- Data sources and quality
- Bias and fairness
- Data protection and GDPR
- Data literacy fundamentals
Module 3
Generative AI and prompt engineering
- LLMs and transformer architectures
- Prompting techniques in depth
- Multimodal AI: image, audio, video
- RAG and knowledge integration
Module 4
Technologies and tools (automotive)
- Office AI and the Copilot family
- No-code platforms
- Automotive examples: ADAS, predictive maintenance, after-sales
- Selecting the right tools for the use case
Module 5
Project management and compliance
- GDPR and EU AI Act in depth
- Project planning for AI initiatives
- Risk analysis and governance
- Ethics and social responsibility
Module 6
Hands-on workshop and final project
- Realizing your own hands-on project
- Pitch to the group
- Final exam
- A transfer plan into the company
Target audience
Who this program is for
Specialists and leaders who want to understand AI concepts in depth and introduce them responsibly within their company. With an automotive industry deep dive in Module 4.
Prerequisites
What you should bring
An IT-minded understanding; no programming skills required. A willingness to engage with a systematic learning approach.
Method
How we work
Six modules of 50 training units each over seven to eight weeks. Lectures, discussion, exercises, and independent work. Rotating trainers, each with expertise in their topic.
What you take away
A visible result. Provable skill-building.
- Deep AI understanding, from theory to application
- Your own final hands-on project with a defense
- Completion certificate (with exam)
- A transfer plan and materials for your own company
Why this program
The most comprehensive course in the program. Theoretical depth, a data and compliance foundation, and an automotive industry focus. For specialists and leaders who also need to pass their knowledge on.
Ready for the Full Course program?
Let's talk about dates, group sizes, and format. We'll get back to you within 24 hours.
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