shea-g Goto Github PK
Name: Shea
Type: User
Company: https://www.behance.net/sheag_
Bio: UX Researcher & Cognitive Psychologist | Your potential future colleague :)
Twitter: SHEA__0_0__
Location: Berlin / Amsterdam / Munich / Hamburg
Shea's Projects
berlin_temperatures_timeseries
A range of time series analyses conducted on historic Berlin temperature data, with data wrangling and visualisation prior to analysis.
bikesharing_ml_workflow_model_deployment
Machine learning workflow and EDA example of my work, with functions to test multiple models efficiently, and a lucid and concise EDA to give visual reasoning behind testing steps (using Kaggles Bike rental demand dataset).
customer_journey_visualisation-simulation
Data wrangling and subsequent visualisation showcasing customer journeys around a supermarket, with simulation to come.
deep-learning-image-classifier
Classification of various images using a pretrained model with custom tuning.
gapminder_longevity_timeseries-animated_visualisation
A python notebook with animated visualization, and interactive plots depicting longevity of different continents, and predicting future outcomes.
germany_rental_market_dashboard
A dash deployed dashboard of rental prices in Germany, in different areas (prototype -> initial deployment with voila, fresher data and dash deployment to come).
lyric_classifier_nlp
A python script lyric classifier, using scraped lyrics, bowl of words, and other feature engineering, to output which artist used which lyrics in their songs. Can be used using a command line interface.
shea-g
Config files for my GitHub profile.
titanic_eda_ml_classification
In depth EDA and a variety of Machine learning models to classify passengers of the Titanic as survived or not.
workshops-2020-2021
Workshops for 2020-2021 school year
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