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1. realtime-twitter-trends-analytics realtime-twitter-trends-analytics Public

   A big data project to develop a real-time data pipeline for analyzing the popularity and sentiments of trending topics on Twitter.

   Scala 23 8

2. restaurant-finder-featureReviews restaurant-finder-featureReviews Public

   Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

   Python 22 7

3. loan-extension-analysis loan-extension-analysis Public

   This project aims to analyze data for loans through 2007-2015 from LendingClub available on Kaggle.

   Jupyter Notebook

4. customer-segmentation-marketing customer-segmentation-marketing Public

   Implement K-means and Hierarchical clustering algorithms to segment customers in order to gain insight into shopping behaviors, analyze product affinity, measure marketing effectiveness, and better…

   1 1

5. product-sales-forecasting product-sales-forecasting Public

   Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAP…

   Jupyter Notebook 57 34

6. deeplearning-network-traffic deeplearning-network-traffic Public

   Network Traffic Identification with Convolutional Neural Networks

   Jupyter Notebook 24 6