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Projects in Awesome Lists tagged with unsupervised-ml
A curated list of projects in awesome lists tagged with unsupervised-ml .
https://github.com/dmarks84/ind_project_california-housing-data--kaggle
Independent Project - Kaggle Dataset-- I worked on the California Housing dataset, performing data cleaning and preparation; exploratory data analysis; feature engineering; regression model buildings; model evaluation.
cross-validation data-modeling data-reporting data-visualization eda folium grid-search matplotlib model-evaluation numpy pandas pca python seaborn sklearn statistics supervised-ml unsupervised-ml
Last synced: 05 Nov 2024
https://github.com/dmarks84/ind_project_mall-customer-clustering--kaggle
Independent Project - Kaggle Dataset-- I worked with the Mall Customer Segmentation Dataset, which provided a various instances of shoppers of different ages, incomes, etc. I utilized unsupervised ML clustering algorithms to identify useful customer segments.
clustering dataframes dbscan kmeans-clustering market-segmentation mean-shift pandas python sklearn technical-analysis technical-communication unsupervised-ml
Last synced: 05 Nov 2024