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Deep Learning Has Become The Go-To Method For Problem Solving

Deep learning has been one of the most popular substrates of the machine learning family, in the last decade or so. The reason for its popularity is its sky-high accuracy. But what makes deep learning so integral in problem-solving? The…

Why Convolutional Neural Networks Are The Go-To Models In Deep Learning

Over the years, research on convolutional neural networks (CNNs) has progressed rapidly, however the real-world deployment of these models is often limited by computing resources and memory constraints. What has also led to extensive research in ConvNets is the accuracy…

How Machine Learning Is Revolutionising The Study Of Galaxies With Image Classification

There are billions of galaxies in space. Morphological galaxy classification is based on their shapes and general visualisation, and it is important for astronomers because it gives them an account of their composition and evolution. The most popular morphological classification…

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