Analysis of Gradient Descent and Stochastic Gadient Descent for Learning Linear Neural Nets by Gabin Maxime Nguegnang - RWTH Aachen (PhD student) About Siyakhula: The festival brought together the African and international mathematical sciences community, including representatives from universities, research institutions, governments, the private sector, civil society organisations, and the general public. We shared discoveries, exchanged ideas, examined and discussed pressing issues, and inspired and empowered the next generation of mathematical scientists. For more information: https://www.siyakhula.aims.ac.za/