Susy Faus's Projects
A Natural Language Processing Project: Use NewsAPI to gather URL's of news articles, along with webscraping, gather news articles and generate a bias classifier to then run on news sources that are considered "centered" by AllSides Media to determine the validity of that classification.
Nearest_Shrunken_code
Using a credit score data from Kaggle, determine clients to provide loans and are less likely to default.
Take a dataset (Flight and Airport Weather Data) and build an ETL pipeline to produce a practical output from it. Examples would be a triggered email from a condition that is met, or a dashboard to visualize the data.
Expanding on Flight-Analytics project using AWS: build a classification model that predicts flight cancellation based on weather conditions for various US airports
Applied natural language processing (NLP) techniques to extract positive news for user-selected topics from online American news media. Topic modeling, classification modeling, and sentiment analysis were developed. A user interface was also created using Streamlit to output uplifting news for user-selected topics in the dataset.
Movie dataset to develop predictor of movies to select for customers as well as build item-item collaborative filter
A repository of tools to help data collection and development of data science projects