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Sophie Ferrlein's Projects

3d-heat-map-explorer icon 3d-heat-map-explorer

A three.js &D3.js experimental project that allows the user to explore a heat map in 3D and 2D space as well as over time.

cannon-js-experiments icon cannon-js-experiments

A playground for testing and exploring ways to use three.js with cannon.js for creating captivating data art

creative-data-viz-p5js-templates icon creative-data-viz-p5js-templates

This repository provides some simple p5js creative data viz coding templates that can be used as an entry point for creating generative, data driven designs with P5.js

disaster-response-pipeline icon disaster-response-pipeline

[Machine Learning] This project contains an ETL and machine learning pipeline as well as a Flask web app to provide access to the trained model.

european-social-survey-media-use icon european-social-survey-media-use

[Machine Learning] This project contains an exploratory data analysis as well as further data analysis and machine learning approaches aiming to answer several questions concerning the newspaper use in germany.

finding_donors icon finding_donors

[Machine Learning] This project aims to predict potential donors. Several machine learning algorithms are used, explained and finally optimized.

ibm-article-recommendations icon ibm-article-recommendations

[Machine Learning] This projects contains an exploratory data analysis and several approaches for article recommendations.

sparkify-data-modeling-postgres icon sparkify-data-modeling-postgres

[Data Modeling/ ETL] This project aims to create a star schema optimized for song play analysis queries for the music streaming service Sparkify.

sparkify-redshift-data-warehouse icon sparkify-redshift-data-warehouse

[Data Engineering] This projects creates a cloud based Redshift data warehouse (AWS/ Amazon cloud) and transform and loads data from S3 into the database.

ux-environment-explorer icon ux-environment-explorer

A D3.js react application to visualize the various ux environments (browsers, devices, screen resolutions, ...) of a certain website by impressions and possibly other metrics

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