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Code of my thesis project for the Master in Data Science and Business Analytics at Bocconi University. The project consists in a combination of NLP and CV to determine food prices on a popular food delivery service.

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giacomorebecchi/food-pricing

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Food Pricing with NLP and CV

Introduction

This repository contains the code written for Giacomo Rebecchi's thesis for the Master in Data Science and Business Analytics ('22) at Università Bocconi, Milan, Italy.

The thesis is being developed under the tutorship of Professor Daniele Tonini, Academic Fellow at Università Bocconi (Decision Science Department since 2008) and at SDA Bocconi School of Management (Decision Sciences & Business Analytics Knowledge Group since 2016).

Project description

TODO.

Installation

Installing required components

In order to correctly run the repository, you will need to have Conda or Mamba installed to create the environment with all the dependencies needed. Mamba (mambaforge) is suggested, as it is lighter and faster. You can find out how to install them at the following links:

Cloning the project

To clone the project on your computer, run git@github.com:giacomorebecchi/food-pricing.git in your CLI. For additional details on how to clone GitHub repositories, you can check out this link.

Installing Python dependencies

Once the repository has been cloned, you can set the repository as the current working directory with the command:

cd food-pricing

Then, create the Python environment with all the dependencies by running:

mamba env create

In the end, activate the environment with:

conda activate food-pricing

Contacts

For inquiries about this work, please reach out to grebecchi98@gmail.com, or to my LinkedIn profile.

About

Code of my thesis project for the Master in Data Science and Business Analytics at Bocconi University. The project consists in a combination of NLP and CV to determine food prices on a popular food delivery service.

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