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WWW, the world wide web or shortly the web - really nothing more than an information service on the Internet – has changed our world by creating a whole new digital world that is closely intertwined with our real world, making reality what was previously unimaginable: communication across the [...]

Even though it affects our lives every single day, most of us have no idea what a knowledge graph is. Asking Alexa about the weather tomorrow or searching for the latest news on climate change via Google, knowledge graphs constitute the backbone of today’s state-of-the-art information systems. From improving [...]

Du möchtest Informatik studieren? Dann bist du in diesem Kurs genau richtig. Ein Informatikstudium stützt sich insbesondere in den ersten Semestern sehr auf einige Grundlagen der Mathematik, die an verschiedenen Schulen mit unterschiedlichem Fokus unterrichtet werden. Dieser Kurs möchte diese Grundlagen wiederholen und erklären. Er ist somit die ideale [...]

Dieser Kurs vermittelt Ihnen vertiefte Einblicke in drei bahnbrechende Technologien , die – im Zusammenspiel eingesetzt – das Potenzial zu massiver gesellschaftlicher Transformation haben: Blockchain, das Internet der Dinge (IoT) und Künstliche Intelligenz (KI).

Probabilistic machine learning has gained a lot of practical relevance over the past 15 years as it is highly data-efficient, allows practitioners to easily incorporate domain expertise and, due to the recent advances in efficient approximate inference, is highly scalable. Moreover, it has close relations to causal inference which [...]

During the COVID-19 pandemic, both the promise and perils of using infectious disease transmission models to make public health policy decisions became clearer than ever. Optimal use of modeled output requires that public health policy makers be informed consumers of models, that they understand the strengths and limitations of [...]

Ensure you’re meeting every learner’s needs, including those most at risk of exclusion, by developing inclusive teaching skills. Examine the impact of inclusive pedagogies in primary and secondary education. Inclusive pedagogies can help create a fair and thriving learning environment for every student. On this three-week course, you’ll delve [...]

The ultimate goal of the bootcamp is to cultivate strong data science skills with an emphasis on machine learning techniques to satisfactorily meet and exceed the requests of the Data science world. In the process, we will develop good habits for operating independently as data scientists and for operating [...]