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1. MusicRecommendation MusicRecommendation Public

   A simple music recommendation system based on user ratings.

   Python

2. BlendedCrudeDistillationProfile BlendedCrudeDistillationProfile Public

   Using data science methods to build a model to predict the distillation profile of blended crude oils.

   Jupyter Notebook 2

3. optimalPricing_insuranceProducts optimalPricing_insuranceProducts Public

   This project uses multistage stochastic programming models to solve optimal pricing problem for insurance products.

   Jupyter Notebook 1

4. BayesInference_latentVariables BayesInference_latentVariables Public

   The Goal of this assignment is to get you familiar with the basics of Bayesian inference in large models with continuous latent variables, and the basics of stochastic variational inference.

   Jupyter Notebook

5. NaturalLanguageProcessing_2020Election NaturalLanguageProcessing_2020Election Public

   The purpose of this assignment is to compute the sentiment of text information - in our case, tweets posted recently on US Presidential Elections 2020 - and answer the research question: “What can …

   Jupyter Notebook

6. Variational_Autoencoding Variational_Autoencoding Public

   In this assignment, we will implement and investigate the Variational Autoencoder on binarized MNIST digits, as introduced by the paper Auto-Encoding Variational Bayes by Kingma and Welling (2013).

   Jupyter Notebook