PinnedInThe StartupbyBrighton Nkomo·Oct 1, 2020Convolutional Neural Networks(Part 1: Edge Detection)A response icon3A response icon3
PinnedBrighton Nkomo·Mar 27, 2021Why Does Deep Learning Work So Well ? — From a Physics PerspectiveThis blog post is essentially about the gist of the research paper Why does deep and cheap learning work so well?
PinnedBrighton Nkomo·Aug 8, 2020Analyzing Venues in Johannesburg Suburbs with Machine LearningClick here for the Jupyter notebook
PinnedInBecoming Human: Artificial Intelligence MagazinebyBrighton Nkomo·Apr 6, 2021Why I Think That Avengers: Age of Ultron is One of the Best Sci-Fi Movies About A.IIn Hollywood movies, artificial intelligence (A.I) is often portrayed as bad and we often witness a bunch of A.I powered robots that turn…A response icon1A response icon1
Brighton Nkomo·Oct 11, 2021The Higgs Boson Machine Learning Challenge in the CERN Large Hadron ColliderThe Higgs boson has many different processes through which it can decay. When it decays, it produces other particles. ML can be used to…
Brighton Nkomo·Oct 8, 2020Convolutional Neural Networks — Part 5: Why Convolutions ?So why are convolutions so useful and when can you include them in your neural networks?
Brighton Nkomo·Oct 8, 2020Convolutional Neural Networks — Part 4: The Pooling and Fully Connected LayerOther than convolutional layers, ConvNets often also use pooling layers to reduce the size of the representation, to speed up…
InThe StartupbyBrighton Nkomo·Oct 5, 2020Convolutional Neural Networks — Part 3: Convolutions Over Volume and the ConvNet LayerIn the previous parts, we were considering images on a grayscale (black and white images). So what if the images have color? It turns out…
InThe StartupbyBrighton Nkomo·Oct 2, 2020Convolutional Neural Networks — Part 2: Padding and Strided ConvolutionsThis is the second part of my series of Convolutional Neural Networks (CNN) blog posts…
