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Eddie Amaitum's Projects

lead-scoring-case-study-using-logistic-regression icon lead-scoring-case-study-using-logistic-regression

An online education platform, faces low lead conversion rates. They seek to identify "Hot Leads" for better conversion. A model is needed to assign lead scores, indicating higher chances of conversion. CEO aims to achieve an 80% conversion rate.

music-recommender-system icon music-recommender-system

This repository showcases a Music Recommender System project, highlighting my expertise in building recommendation systems using Python and machine learning. Leveraging the Million Song Dataset, it predicts user song preferences, improving user experience and engagement

serverless-ml-1 icon serverless-ml-1

Serverless Machine Learning for building AI-enabled Prediction Services from models and features

spar-nord-bank-etl-and-bi-project icon spar-nord-bank-etl-and-bi-project

In this project I build a batch ETL pipeline to read transactional data from Amazon RDS, transform it to a usable format and then load it into an Amazon S3 bucket. The data is then loaded into Redshift Tables, after which I perform analytical queries on the loaded data to gain insights.

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