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Neural Networks
How to intuitively understand neural networks
A framework for thinking about neural networks, and supervised machine learning.
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Is it a Higgs, Computer?
Using neural networks to detect elementary particles.
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How Does Backpropagation Work?
Deriving the mathematics behind backpropagation.
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What Is A Neural Network?
Overview and introduction to feed forward neural networks. Forward propagation is discussed in detail, and we see how we might train a network.
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Machine Learning Glossary
A collection of commonly used machine learning terms, and what they mean.
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Looking at German Traffic Signs
A practical application of convolutional neural networks.
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Post Mortem Analysis of my Final Year Project
A post mortem analysis of a Data Science approach for determining the existence and decay patterns of the Higgs boson.
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