Pinned

1. KeywordSpottingNN KeywordSpottingNN Public

   Deep learning project for the keyword spotting task. I designed two architectures and compared them against an existing approach in the literature, obtaining competitive results. with the Speech Co…

   Jupyter Notebook

2. DeepBeliefNetwork DeepBeliefNetwork Public

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

   Jupyter Notebook 1

3. TimeSeriesAirTraffic TimeSeriesAirTraffic Public

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

   R

4. BigDataComputing BigDataComputing Public

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

   Python

5. StatisticalLearning StatisticalLearning Public

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

6. OptimizationDataScience OptimizationDataScience Public

   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.

   Jupyter Notebook