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  • šŸ‘‹ Hi, Iā€™m Loredana!
  • šŸ‘€ Iā€™m interested in Economics, Data Science and Digital Innovation.
  • šŸŒ± Iā€™m currently learning Data Science and Machine Learning.
  • šŸ’žļø Iā€™m looking to collaborate on challenging Data Science projects.
  • šŸ“« How to reach me [email protected]

Loredana's Projects

capstone-project-churn-prediction-udacity icon capstone-project-churn-prediction-udacity

In this project, we attempt to predict customer churn of a popular (not real) music service. We perform data analysis and machine learning model building on a large amount of data using Spark.

project-1---writing-a-data-scientist-blog-post-udacity icon project-1---writing-a-data-scientist-blog-post-udacity

For this project, I chose the Airbnb dataset of the city of Florence. Specifically, I attempted to answer the following questions using the most popular Natural Language Processing techniques applied to review data: 1. How do guests experience their stay in Airbnb in Florence? 2. What are the main topics in guest reviews? 3. How best to predict the topic of a new review?

project-2--disaster-response-pipeline-udacity icon project-2--disaster-response-pipeline-udacity

This project creates a machine learning pipeline to categorize disaster events from a dataset containing real messages. It includes a web app where an emergency worker can input a new message and get classification results in several categories.

project-4-recommendations_with_ibm icon project-4-recommendations_with_ibm

The project analyzes the interactions users have with articles on the IBM Watson Studio platform, and make recommendations to them on new articles.

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