Sandrine ROSAMONT
[Paris, 2020]
This repo contains all the projects I made during my ten-week Data Analytics Bootcamp at Ironhack.
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RISK Game: the target was to code the game RISK using Python. I did this project in a team of 2 people. We had 3 days at the end of the first week of the bootcamp to complete and present this project. 3 days to complete this project. Risk
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Sharks Dataset cleaning: the target of this project was to define a problematics we would like to solve using the shark dataset and answer to it after cleaning this dataset. 3 days to complete this project. Sharks Dataset cleaning
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Web scraping: the target was to scrap data from a website for a self-defined purpose. I decided to scrap the website marmiton in order to have a recipe database for my personel use. 3 days to complete this project. Web Scraping
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Book Loan project: the target of this project is to predict book loans trends in Paris city, using linear regression.3 days to complete this project. Book Loan
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New-York taxi rides: this a two-parts project.
- ride duration prediction: the target was to predict the ride duration. First I used unsupervised learning to cluster the data. I wanted to do feature reduction, keeping the information available in features I wanted to remove. Then I used supervised learning algorithms to predict the ride duration.
- fare prediction :the target was to predict the fare for the rides based on a dataset of 55 Millions records. 8 days to complet this project. New-York taxi rides