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Name: Flavio Mangione

Type: User

Bio: Welcome on my GitHub, you'll find a collection of projects that showcase my growth and exploration in various domains of technology.

Flavio Mangione's Projects

goal-5-data-analysis---2030-agenda

R script and data for analyzing and forecasting data related to Goal 5 of the 2030 Agenda.

nvidia-analysis

This project involves analyzing the relationship between Nvidia and AI technologies. The notebook covers data pre-processing steps, including importing necessary libraries and loading data. Further analysis and insights into Nvidia's impact on AI and related trends are provided.

python-salary-project

Salary analysis of data science and cyber security employees from 2020 to 2023

rstudio-projects

My projects with Rstudio software at Roma Tre University

spectrogram-images-with-neural-networks

Through the AlexNet and VGG16 convolutional networks, the neural networks were trained on a set of 600 spatial spectrogram images divided into 3 categories and divided into train, test, validation test

time-series-analysis

"Microsoft Time Series Analysis with LSTM and ARIMA: A Python-based Approach for Stock Price Forecasting"

unsupervised-and-supervised-algorithms

Utilizing logistic regression and clustering, the study models obesity levels based on lifestyle, demographic, and medical data. Logistic regression predicts obesity categories, while clustering uncovers natural data groupings, offering insights into obesity patterns.

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