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Mattia's Projects

cryptocurrencies-and-hype-data-engineering-project icon cryptocurrencies-and-hype-data-engineering-project

A data driven approach was used to better understand the correlation between the price of cryptocurrencies and people hype. Data was collected trough a pipeline built for capture streams of data from social media and from cryptocurrencies dedicated websites and stored in a non-relational database. Results was presented trough data viz.

deep-learning-applied-to-football icon deep-learning-applied-to-football

LSTM neural networks were used to try to predict how the performances of football players would evolve during a match. The dataset was build using data scraped from the web.

digital-signal-project icon digital-signal-project

3 different tasks of processing of digital signals where performed by using deep learning. (Speaker recognition, Face recognition, Image retrieval))

tokyo2020-socialmediaanalysis icon tokyo2020-socialmediaanalysis

Analysis of the social interactions between Twitter users interested in the Tokyo 2020 Olympics and analysis of the sentiment and the content of their tweets.

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