🚀 Data Science Projects Repository

This repository contains a collection of some projects developed for various data science-related courses.

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📂 Repository Structure

📌 Cloud Computing

Development of a web application leveraging AWS cloud infrastructure.

• Technologies: AWS (Lambda, S3, DynamoDB, API Gateway, EC2, Bedrock)
• Goal: Build a scalable cloud-based web application

📌 Data Driven Economics

Prediction of song popularity using microeconomic techniques.

• Technologies: Python for data scraping, Stata for analysis
• Goal: Apply economic modeling techniques to predict song success

📌 Digital Epidemiology

Differential analysis of gene expression in Kidney Chromophobe (KICH).

• Technologies: R, DESeq2, edgeR, enrichR
• Goal: Identify differentially expressed genes and enriched pathways

📌 Social Networks

Analysis of an interaction network between species.

• Technologies: R, igraph, ggplot2
• Goal: Study the structure and properties of species interaction networks

📌 Statistics for Data Science

Prediction of Airbnb prices in Rome using Bayesian inference techniques.

• Technologies: R, JAGS, Bayesian regression
• Goal: Develop a predictive model for Airbnb listings in Rome

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