The Applied Machine Learning Days (AMLD) is one of the largest machine learning & AI events in Europe. AMLD Africa is the edition focusing on the African continent, set to explore how Machine Learning and Artificial Intelligence can enable innovation and sustainable development in African countries. In our first edition in 2021, we were able to gather academics such as Stanford and EPFL, corporates (Google, IBM, AWS and others) and local entrepreneurs. They were given a platform to share their voices, works and journeys to almost 3000 participants. AMLD Africa 2022 will be held as a hybrid event: online and physically at Université Mohamed 6 Polytechnique (UM6P) in Ben Guerir, Morocco.