Artificial intelligence in small and medium-sized enterprises
Basics and application
In this practice-oriented training course, you will not only learn why AI is more than just a buzzword, but also how you can use this powerful tool in a targeted manner to increase your quality, efficiency and productivity. We show you that AI is not just a trend, but can be your key to sustainable success in dynamic markets.
TRAINING
Training dates and registration
Theoretical understanding
Our experts will provide you with a sound basis for understanding AI better and using it strategically in your company.
Practical applications
We go beyond theory and offer you practical exercises in which you can apply the knowledge you have acquired directly in real-life scenarios.
No previous knowledge required
Whether you are new to AI or already familiar with the basics, our training is aimed at anyone who wants to discover the full potential of artificial intelligence in SMEs.
Contents
Module 1: Introduction to AI and machine learning
Basics and development
You will gain an overview of the emergence and basic principles of AI and machine learning as well as their advantages over traditional approaches.
Advantages over conventional solutions
Understand how AI and machine learning can improve existing processes by being faster, more accurate and more cost-efficient than traditional methods.
Areas of application, case studies
Explore a variety of application areas with practical examples that illustrate the transformative potential of AI in office environments.
Module 2: Forms of machine learning
Supervised learning
Learn how supervised learning works by teaching systems to make predictions based on sample data and associated output values.
Unsupervised Learning
Learn more about unsupervised learning, which finds patterns and structures in data without relying on predefined labels or results.
Reinforcement Learning
Understand how reinforcement learning works by rewarding positive actions in a given environment to develop optimal strategies.
Deep learning
Immerse yourself in the world of deep learning, a special form of machine learning that uses deep neural networks.
Module 3: Experience optimization
Methods and tools for optimization on the store floor
You will gain an insight into the various tools and methods that can be used to optimize processes directly in the production environment.
Different areas of application
Get to know the application of these optimization methods in various areas, from route optimization to cost and capacity optimization.
Optimization of combinations
Understand how optimization strategies can be used to ensure the most efficient allocation of resources such as machines and personnel or the planning of routes.
