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analysis-online-news-popularity

Data Management Project

chromium-vulnerabilities

Data for vulnerabilityhistory.org

coursera

Learning notebooks from Coursera

customer-segmentation-marketing

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 allocate future marketing spend.

data-science--cheat-sheet

Cheat Sheets

deeplearning-network-traffic

Network Traffic Identification with Convolutional Neural Networks

dolphinnext-docker

Run dolphinnext in a docker image

fifa-player-analysis-modeling

Analyze and model player value & work-rate to support transfer decisions of football clubs.

food-analysis-and-recommendation

hadoop-mapreduce-spark

Directory contains homework assignment from CS 6240 - Large-Scale Parallel Data Processing

item-based-recommender

An item-based recommender model that computes cosine similarity for each item pairs using the item factors matrix generated by Spark MLlib’s ALS algorithm and recommends top 5 items based on the selected item.

loan-extension-analysis

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

product-sales-forecasting

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, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-spark-streaming

realtime-twitter-trends-analytics

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

restaurant-finder-featurereviews

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).

socialapp-2fa

A social networking service that implements best practices for performing two-factor authentication.

superstore-tableau-analysis

The intelligent dashboard provides an overview of the performance of Superstore by tracking various KPIs and analyzing product categories

unigram

Calculating Text Statistics