training

The right database for your AI applications

Achieving optimal results with data management and data quality

This training is held in German.
Data is the basis for the use of artificial intelligence; structure and data are the key to success. In this live online training, we take a detailed look at what it takes to ensure a good data basis and highlight the options for data collection, data storage, data processing and data analysis. Find out which legal framework conditions must be observed and which skills you need in your company for the use of data for artificial intelligence.

Contents

Module 1

Introduction

  • Terminology around data and artificial intelligence.
  • Why data is the key to successful AI projects.

Data types and formats

  • What types of data are there?
  • Variable types and scale levels.
  • Unstructured data, semi-structured data and structured data.                           

Data management for AI projects

  • Supervised vs. unsupervised learning.
  • What are the data and data volume requirements for the use of AI?
  • How to recognize poor data quality.
  • Ensure data quality in productive AI applications.

 

Module 2

Storage of data

  • Types of databases.
  • Overview of Data Lake and Data Warehouse.
  • Advantages and disadvantages of data storage and processing in the cloud vs. on premise.
  • External data sources as a supplement to internal data.

Data security

  • Personal data and GDPR.
  • How to ensure data sovereignty.
  • EU AI Act.

Competencies

  • Types of data processing and analysis.
  • Generate initial added value from data: Statistical analyses & visualizations.
  • Overview of BI tools.
  • Typical roles in data and AI projects (data analyst, data scientist, data engineer).

Learning environment

Once you have registered, you will find useful information, downloads and extra services relating to this training course in your online learning environment.

Your benefit

  • You will have an overview of which data types and formats exist and why data is particularly important in the context of AI.
  • They know the importance of good data quality and how to recognize poor quality.
  • They know the advantages and disadvantages of the different data storage options.
  • You will have an overview of the legal framework conditions that must be observed when storing and using data.
  • You will be familiar with the most important types of data pre-processing and analysis and know what skills you need in your company to use data for artificial intelligence.

 

The training offers you:

  • Practical exercises:

You apply what you have learned directly in practical exercises and thus consolidate your skills.

  • Experienced lecturers:

The lecturers of the seminar are experts in the fields of data science and AI and have many years of practical experience.

  • Networking opportunities:

You will have the opportunity to exchange ideas with other participants and expand your network in the areas of data literacy and AI.

Methods

Lecture to explain theory, discussion, practical case studies, independent completion of exercises, assistance from the trainer.

The following third-party tool can be used in the event:

Recommended for

Digitization officers, innovation officers, project staff and interested specialists and managers who have little or no experience with data for artificial intelligence.

Open Badges - Show what you can do digitally too.

Open Badges are recognized, digital certificates of participation. These verifiable credentials are the current standard for integration in career networks such as LinkedIn.

With them, you digitally demonstrate the competences you possess. After successful completion, you will receive an Open Badge from us.

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Further recommendations for "The right database for your AI applications"

Seminar evaluation for "The right database for your AI applications"

4.5 from 5
with 5 ratings
training content:
4.7
Content comprehensibility:
4.5
Practical relevance:
3.4
Trainer expertise:
5
Participant orientation:
4.7
Method variety:
4.2
Joint online training
Booking number
36269
€ 840,- plus VAT
2 x 3.5 hours
Online
2 Events
German
Events

Start dates and details

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31.07.2025
Live-Online
Booking number: 36269
€ 840,- plus VAT.
€ 999.60 incl. VAT.
Course
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Technical notes
We use various software to conduct our online events.
Days & Times
2 x 3.5 hours
Limited number of participants

Thursday, 31.07.2025

09:00 am - 12:30 pm

Thursday, 07.08.2025

09:00 am - 12:30 pm

03.11.2025
Live-Online
Booking number: 36269
€ 840,- plus VAT.
€ 999.60 incl. VAT.
Course
zoom
zoom
Technical notes
We use various software to conduct our online events.
Days & Times
2 x 3.5 hours
Limited number of participants

Monday, 03.11.2025

09:00 am - 12:30 pm

Monday, 10.11.2025

09:00 am - 12:30 pm

Sufficient places are still free.
Don't wait too long to book.
Fully booked.
Training is guaranteed to take place
Booking number: 36269
€ 840,- plus VAT.
€ 999.60 incl. VAT.
Details
2 x 3.5 hours
Limited number of participants
Booking number: 36269
€ 840,- plus VAT.
€ 999.60 incl. VAT.
Details
2 x 3.5 hours
Limited number of participants
Book later
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