Discover carloalbe/Laboratory-of-Data-Science Open Source project

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Python
Created over 3 years ago
Updated over 3 years ago

carloalbe

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Bulding and population of a data warehouse using python code and Sql-Server Management Studio. SSIS data flows for querying by Visual Studio. Building an OLAP cube with SSAS, querying it by MDX. Visual interactive representation of data by creation of a Microstrategy Dossier.

A-nurse-scheduling-problem-solved-with-Gurobi

An LP problem with hiearchical objectives, modeled as a vehicle routing problem , implemented with gurobipy python API in a jupyter notebook, and solved by using the Gurobi solver

Jupyter Notebook

fill-large-gaps-in-timeseries-using-forecasting

This notebook has the pourpose to show an easy approach to fill large gaps in time series, mantainign a certain veridicity and data validity. The approach consist in apply a forecasting in both sides of the gap, and combine the two prediction using interpolation.

Jupyter Notebook

TripAdvisor-Tuscany-Restaurant-Social-Network-Analysis

Project for Social Network Analysis

Jupyter Notebook

Pyspark-Spotify-Analysis

The project is developed using pyspark on a large spotify dataset found on Kaggle. The analysis applied concern Clustering the musical genres, Regression\Classification on the popularity and a Trend Analysis.

Jupyter Notebook