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beeranalysis

Case Study in BSDS100: Introduction to Data Science course analyzing Beer ratings

bikesharing

Statistical Analysis of the SF Bay Area Bike Share Program

clusteringapp

Clustering application created with R Shiny

consensusclustering

Shiny application implementing Consensus Clustering for various clustering algorithms.

datavizfinal

datavizportfolio

Portfolio for data visualizations created in d3.js

deepblues

Artificially generated 12-bar blues melodies using Recurrent Neural Networks

dijkstraalgorithm

A project in CS 245: Data Structures and Algorithms utilizing Dijkstra's algorithm along with other data structures to compute the shortest paths between cities

google_maps

huffmantextfilecompressor

HuffmanEncoding Text File Compressor Project in CS245:Data Structures and Algorithms at The University of San Francisco

imcmc

Image Markov Chain Monte Carlo

ljfernando.github.io

marchmadnessanalysis2016

Case Study involving NCAA data from 1985-2016

markovblues

Artificially generated 12-bar blues melodies using Variable-length Markov models and Probabilistic Suffix Trees

movierecommendation

Collaborative Filtering of User Movie Ratings

newstudy

predicthousingprices

Regression Analysis of Ames, Iowa Housing Sale Prices

predictingarticlepopularity

Using decision trees, random forests, and boosted trees to predict article popularity

progressions

A web-app that allows you to find songs that are similar based on their chord progressions. Powered by Flask+Angular.js

regressience

"One-stop-shop" regression function created in BSDS 100 at University of San Francisco 2017

sf_craigslist

Interactive map of SF visualizing Craigslist housing rentals

spamdetectionnaivebayes

Using Naive Bayes Classifier to Detect Spam Emails

sphinx_example

survivingthetitanic

Classification of Titanic Survivors

turnoverprediction

Leveraged 92m data points from SF parking meters to predict parking turnover. Built features and trained a random forest model using SparkML and SparkSQL on an EMR cluster.

visualizingnetworktraffic

Dynamic-circles tool used to visualize network traffic and track anomalous behavior