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Turing Finance | March 29, 2017

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Self Organizing Map

Self Organizing Map

Dimensionality Reduction Techniques

October 27, 2014 | | 14 Comments

The curse of dimensionality is the phenomena whereby an increase in the dimensionality of a data set results in exponentially more data being required to produce a representative sample of that data set. To combat the curse of dimensionality, numerous linear and non-linear dimensionality reduction ... Read More

10 misconceptions about Neural Networks

May 8, 2014 | | 51 Comments

Neural networks are one of the most popular and powerful classes of machine learning algorithms. In quantitative finance neural networks are often used for time-series forecasting, constructing proprietary indicators, algorithmic trading, securities classification and credit risk modelling. They ... Read More