Reinforcement Learning

Learn the fundamentals and principal AI concepts about clustering, dimensionality reduction, reinforcement learning and deep learning to solve real-life problems. In this course you will learn the basics of several machine learning topics to help you solve real life challenges. Unsupervised learning techniques such as clustering and dimensionality reduction [...]

You should take this course if you have an interest in machine learning and the desire to engage with it from a theoretical perspective. Through a combination of classic papers and more recent work, you will explore automated decision-making from a computer-science perspective. You will examine efficient algorithms, where [...]

Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI. Learn the fundamentals of advanced machine learning areas such as computer vision, reinforcement learning, and generative AI. Get hands-on with machine learning [...]

An overview of the techniques that are transforming many industries and will change our lives. The MOOC provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the MOOC briefly [...]

In the last six years, the financial sector has seen an increase in the use of machine learning models in financial, banking and insurance contexts. Data science and advanced analytics teams in the financial and insurance community are implementing these models regularly and have found a place for them [...]

Discover the fundamentals of machine learning, how it works, and learn to train your own AI using free online tools. Build your knowledge and skills in machine learning. From self-driving cars to determining someone’s age, artificial intelligence (AI) systems trained with machine learning (ML) are being used more and [...]

Hier lernen Jugendliche und andere Interessierte ohne Programmier-Erfahrung und technisches Hintergrund-Wissen, die Welt des maschinellen Lernens und der künstlichen Intelligenz zu verstehen. Wir führen Sie dazu in die grundlegenden Konzepte ein. Dabei erfahren Sie, wo die Unterschiede zwischen herkömmlicher Programmierung und der Entwicklung selbstlernender Software liegen. Anhand von Beispielen [...]