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Camilo Betancourt Nieto's Projects

bigdatacomputing icon bigdatacomputing

Big data computing tasks conducted with PySpark. The problems involve MapReduce and Streaming algorithms.

deepbeliefnetwork icon deepbeliefnetwork

Analysis and implementation of a Deep Belief Network using the Fashion-MNIST dataset.

optimizationdatascience icon optimizationdatascience

Implementation of unconstrained and constrained convex optimization algorithms in Python, focusing on solving data science problems such as semi-supervised learning and Support Vector Machines.

statisticallearning icon statisticallearning

Analysis of student performances of the Open University Learning Analytics dataset by using logistic regression and various classifiers.

timeseriesairtraffic icon timeseriesairtraffic

Time-series analysis of the air traffic on three European countries (Spain, Germany and Italy).

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