Projects in Awesome Lists by sisolieri
A curated list of projects in awesome lists by sisolieri .
https://github.com/sisolieri/ds-market-data-science-final-project
Final project for my Master's in Data Science. It includes Business Intelligence with Power BI, KMeans clustering of products and stores, and multivariate sales forecasting using machine learning models for DS Market, a retail chain in the USA.
business-intelligence clustering data-science data-visualization kmeans machine-learning powerbi python retail-analytics time-series-forecasting xgboost
Last synced: 21 Mar 2025
https://github.com/sisolieri/prova_ds_saloocupacio2024
Admission challenge to Hackató Saló Ocupació by Barcelona activa
arima barcelona catboost data-analysis data-visualizations forecasting machine-learning pandas public-funding python scikit-learn time-series xgboost
Last synced: 05 Apr 2025
https://github.com/sisolieri/cnn-cifar10-classification
Classification of CIFAR-10 images using a CNN model as part of my Master's in Data Science. 12 experiments were conducted to improve accuracy, achieving 90.7% with data augmentation. Future work focuses on refining transfer learning techniques.
cifar10 cnn-classification convolutional-neural-networks data-augmentation deep-learning image-classification keras machine-learning python tensorflow transfer-learning
Last synced: 30 Mar 2025