PinnedPublished inThe StartupConvolutional Neural Networks(Part 1: Edge Detection)Oct 1, 20203Oct 1, 20203
PinnedWhy 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?Mar 27, 2021Mar 27, 2021
PinnedAnalyzing Venues in Johannesburg Suburbs with Machine LearningClick here for the Jupyter notebookAug 8, 2020Aug 8, 2020
PinnedPublished inBecoming Human: Artificial Intelligence MagazineWhy 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…Apr 6, 2021Apr 6, 2021
The 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…Oct 11, 2021Oct 11, 2021
Convolutional Neural Networks — Part 5: Why Convolutions ?So why are convolutions so useful and when can you include them in your neural networks?Oct 8, 2020Oct 8, 2020
Convolutional 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…Oct 8, 2020Oct 8, 2020
Published inThe StartupConvolutional 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…Oct 5, 2020Oct 5, 2020
Published inThe StartupConvolutional Neural Networks — Part 2: Padding and Strided ConvolutionsThis is the second part of my series of Convolutional Neural Networks (CNN) blog posts…Oct 2, 2020Oct 2, 2020
