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1. subscriber-churn-prediction-with-apache-spark subscriber-churn-prediction-with-apache-spark Public

   Predicting digital services user churn using Apache Spark ML deployed to a AWS Elastic MapReduce (EMR) cluster.

   Jupyter Notebook

2. disaster-response-message-classification-pipeline disaster-response-message-classification-pipeline Public

   A machine learning pipeline used to classify messages being received in disaster response scenario and suggest a resource.

   Python 1

3. coronavirus-monitoring-data-dashboard coronavirus-monitoring-data-dashboard Public

   Data dashboard built with flask pulling data from World Health Organisation (WHO) daily data releases, see: https://jacob-covid-dash.herokuapp.com/

   Python

4. user-article-recommendation-engine user-article-recommendation-engine Public

   User article recommendation engine using Singular Value Decomposition (SVD) algorithm to detect latent features and suggest new articles to users.

   Jupyter Notebook

5. statistical-distributions-pypi-package statistical-distributions-pypi-package Public

   PyPi package for statistical distributions at https://test.pypi.org/project/udacityds-distributions-jacob/

   Python

6. predicting-airbnb-prices-in-seattle predicting-airbnb-prices-in-seattle Public

   Medium article identifying trends in Seattle's Airbnb listing prices and trying to predict prices using linear regression.

   Jupyter Notebook