Tags / indaba

• DLI: "Array Algebra" NumPy practical for the Deep Learning Indaba in Tunisia For the 2022 Deep Learning Indaba (held in Tunis), I contributed a practical entitled “Array Algebra”. The goal was to equip students with a better understanding of multidimensional arrays of various order, since array manipulation is the bread and butter of programming deep learning architectures. […] I used 2D and 3D illustrations of the fundamental operations of slicing, aggregation, and transposition, with a particular focus on manipulating image arrays as these illustrate …

• DLI: "Build Your Own TensorFlow" TensorFlow practicals for the Deep Learning Indaba in Kenya For the 2019 Deep Learning Indaba (held in Nairobi, Kenya), I was privileged to co-organize the tutorial sessions with Jamie Allingham, with the extensive help and support of Avishkar Boopchand, Stephan Gouws, and Ulrich Paquet of DeepMind. We had more than 50 tutors this year, covering more 500 students across 2 parallel sessions each day. Our goal for this year was to expand the range of material that the tutorials covered, to address pain points we saw in previous years, and to further …