KTH Royal Institute of Technology is Sweden’s largest technical research and learning institution and home to students, researchers and faculty from around the world dedicated to advancing knowledge. Our educational programmes foster a new generation of engineers, architects, teachers and undergraduate engineers. We focus on research and education for a brighter, more sustainable tomorrow. We assess the impact of our efforts in society and contribute with the intellectual resources of our students and researchers to create new approaches to some of the most critical challenges of our times.
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During this free course, you will learn the basics of AI, machine learning and Neural Networks. You will learn about important concepts such as Gradient Descent, Backpropagation and Activation Functions. Common metrics are presented as well as problems such as overfitting and underfitting. Among other topics, we go in-depth on: What are Neural Networks and how are they trained? How do Neural Networks analyze images and text? How important is data? See all free online courses that KTH offers