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Justina's Projects

big_data_wrangling_with_google_books_ngrams icon big_data_wrangling_with_google_books_ngrams

In this project, the skills learned in the Big Data Fundamentals unit will be utilized to load, filter, and visualize a large real-world dataset within a cloud-based distributed computing environment using Hadoop, Spark, Hive, and the S3 filesystem.

bixi_bike_project icon bixi_bike_project

This project aims to gain insights into the bike usage of BIXI, a public bicycle sharing system serving Montréal, Quebec, Canada.

capstone_project icon capstone_project

This is my BrainStation capstone project. I used Natural Language Processing (NLP) and Machine Learning to analyze public sentiment surrounding Ozempic, a semaglutide drug initially developed for type 2 diabetes but also used off-label for weight loss.

hotel_reviews_analysis_using_nlp icon hotel_reviews_analysis_using_nlp

In this project, we aim to analyze hotel reviews to determine the underlying sentiment expressed by customers. Our goal is to differentiate between positive and negative reviews using Natural Language Processing (NLP) techniques and machine learning algorithms.

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