Introduction to Computational Complexity
A look at different ways of determining the efficiency of algorithms. From Big-O to empirical measurements, the series interweaves theory and practice to provide a strong overview of the most important ideas.
Computational Complexity Of Neural Networks
Why are neural networks so slow?
Just How Fast Is Your Algorithm?
Methods of analysing the run-time complexity of algorithms.
Machine Learning Glossary
A collection of commonly used machine learning terms, and what they mean.
Looking at German Traffic Signs
A practical application of convolutional neural networks.
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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