Seminarium "The Trans-Carpathian Seminar on Geometry & Physics"

Machine learning (and artificial intelligence, in general) is becoming more and more popular and is finding applications in many areas such as computer vision, natural language processing and optimal control of complex processes. It is expected that in the future, thanks to better algorithms, greater availability of high-quality data and computational power, AI programs will be still changing the world and outperforming humans in more and more complex tasks. In the seminar, I will explain basic concepts of machine learning and present popular and modern techniques related especially to deep neural networks and optimization problems. Finally, I will also mention about possible applications of geometrical methods in machine learning.