Author: Stephan Multhaupt

  • 🧭 Big Data Analytics for Cyber-Physical Systems: Machine Learning for the Internet of Things

    🧭 Big Data Analytics for Cyber-Physical Systems: Machine Learning for the Internet of Things

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    ‘From sensor data to smart decisions – big data analytics as the engine of networked systems’ Publication date: June 2019 This book shows how large, heterogeneous data streams from cyber-physical systems (CPS) and the Internet of Things (IoT) can be transformed into reliable decisions using modern machine learning methods. It provides a practical introduction to…

  • 🧭 Smart Transportation: AI Enabled Mobility and Autonomous Driving

    🧭 Smart Transportation: AI Enabled Mobility and Autonomous Driving

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    ‘Rethinking mobility – artificial intelligence as a pioneer for autonomous, connected transport systems’ Publication date: November 2021 This book sheds light on technical, algorithmic and social aspects of intelligent mobility. The articles show how cloud and edge infrastructures, machine learning processes and new communication standards can be combined to realise autonomous vehicles, fleet management and…

  • Solving optimisation problems with AI

    Solving optimisation problems with AI

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    How can processes, resources or decisions in a company be managed more intelligently?The ‘Solving optimisation problems with AI’ course shows how mathematical optimisation can become a real driver of innovation with the help of AI. Participants learn to formulate complex challenges mathematically, implement suitable solutions in Python – and use modern language models such as…

  • Basics of the Internet of Things

    Basics of the Internet of Things

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    The Internet of Things is changing the way companies think, work and innovate.In our ‘Basics of the Internet of Things’ course, employees from all areas of the company learn what is behind IoT – and how networked systems, data and artificial intelligence are creating new opportunities. This video provides an insight into the content, objectives…

  • Basics for language models & intelligent prompting

    Basics for language models & intelligent prompting

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    Language models such as ChatGPT or LLaMA are changing the way we work – but many still don’t know how to really use them.Our “’Basics for language models & intelligent prompting”’ course provides employees from all departments with a clear and practical understanding of this technology. The video shows how language models work, how they…

  • Introduction to robotics

    Introduction to robotics

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    How do you get started with robotics – independently of manufacturers and with real practical relevance?Our ‘Introduction to robotics’ course provides in-depth, vendor-neutral knowledge about the use of robot systems in companies. Participants learn key principles, safety aspects and methods for selecting suitable components. The proven 3-P method (product, process, equipment) ensures holistic planning.The modular…

  • Coding-Camp

    Coding-Camp

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    Programming has long been more than just technology – it is one of the most important skills of the future. And Java? One of the world’s most widely used programming languages – from business applications to app development.In this short video, we show how our entry-level Java course tackles exactly where programming often seems difficult:…

  • Data Science Bootcamp

    Data Science Bootcamp

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    Data has long been a key success factor for SMEs – but how can you enter the world of data science in a concrete and practical way?In this short video, we introduce you to our Data Science Bootcamp: a training programme that is specially tailored to the requirements of SMEs. Find out how your employees…

  • Eco-Design – Sustainable product design

    Eco-Design – Sustainable product design

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    Sustainability starts with design.In the ‘Eco-Design – Sustainable Product Design’ course, your employees will learn how products can be developed from the outset to be environmentally friendly, durable and recyclable – without neglecting functionality or cost-effectiveness. The video provides an insight into the principles of eco-design, practical methods, current legal requirements and how to deal…

  • R-Strategies – More than just recycling

    R-Strategies – More than just recycling

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    Recycling is important – but it is only one part of a much bigger idea: the circular economy.In our ‘R-Strategies – More than just recycling’ course, your employees will learn how to develop sustainable and economically successful business models with targeted resource thinking. The video provides an insight into key strategies such as Refuse, Reduce,…