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Oliver Foster's Projects

data-at-scale icon data-at-scale

Tools & techniques to handle different aspects of large data sets and how they are managed both on site and in the Cloud

data-science-for-business-decisions icon data-science-for-business-decisions

Outlining the data science process and how companies can surmount the different challenges they face when implementing a data driven business including ethics, data governance and privacy

deep-neural-network icon deep-neural-network

Creation of a dense neural network (from scratch) without the use of popular frameworks

ds-command-line icon ds-command-line

Tracking progress of course data science at the command line by Jeroen Janssens (https://www.datascienceatthecommandline.com/index.html)

etsy_pricer icon etsy_pricer

Determine the appropriate price for an item to be sold on Etsy

fantasy-hockey icon fantasy-hockey

Analysis done to create an optimized draft strategy for the 2018-2019 fantasy hockey season

graph-corpus-clustering icon graph-corpus-clustering

Experimenting with clustering document corpuses using graphs instead of simple bag-of-word approaches

home-heating-analysis icon home-heating-analysis

Analysis done to determine if my efforts to insulate my apartment are noticeable in my heating bill

lrfepipeline icon lrfepipeline

A custom sklearn regression pipeline performing automated feature engineering to ensure performance, interpretability, and reusability

migosme icon migosme

Create a sequence-to-sequence recurrent neural network that inputs the title of a song and outputs the lyrics written in the style of the hip-hop trio the Migos

udemy-d3 icon udemy-d3

A collection of files for "Mastering data visualization in D3.js"

web-driver icon web-driver

Example of using Selenium to interface or grab data from the web

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