Ecosyste.ms: Awesome

Projects in Awesome Lists by derrickbaruga7

A curated list of projects in awesome lists by derrickbaruga7 .

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https://github.com/derrickbaruga7/r-linear-model

This R project focuses on predicting housing prices based on various features such as building area, number of rooms, and more. The dataset used is cleaned and analyzed to build a predictive model using linear regression.

data-science linear-modeling r visualization

Last synced: 15 Dec 2024

https://github.com/derrickbaruga7/mapping-median-age-europe

An R project that creates an interactive map of the median age across European regions using Eurostat data and spatial visualization packages.

data-analysis data-science data-visualization datascience european-union mapping r

Last synced: 03 Dec 2024

https://github.com/derrickbaruga7/pytorch-machine-learning

This project demonstrates a PyTorch-based machine learning model for predicting sales from historical purchase data. It includes:

data-science machine-learning marketing predictive-modeling pytorch

Last synced: 15 Dec 2024

https://github.com/derrickbaruga7/r-logistic-regression

The analysis in R involved logistic regression on the 'Telco-Customer-Churn' dataset to predict customer churn. Initial models were refined to address non-significant variables and multicollinearity. The final model achieved 81.17% accuracy and 67.53% sensitivity.

data-science logistic-regression r

Last synced: 15 Dec 2024

https://github.com/derrickbaruga7/python-data-analysis

This project analyzes ORU’s off-season sewer usage using Python, with `pandas` for data handling, histograms and line plots for exploration, and a `scipy`-based model for prediction. Pearson’s correlation and visualizations help reveal key trends and relationships.

analytics data data-science visualization

Last synced: 15 Dec 2024

https://github.com/derrickbaruga7/derrickbaruga7

Config files for my GitHub profile.

config github-config

Last synced: 15 Dec 2024