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Instacart-Data-Pipeline
Instacart-Data-Pipeline PublicThis repository contains an Apache Airflow-based ETL pipeline designed for processing Instacart sales data. The project also includes exploratory analysis on the transformed data conducted with SQL…
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Credit-Default-Risk-Analysis-EDA
Credit-Default-Risk-Analysis-EDA PublicThis repository contains the detailed EDA analysis of Home Credit Group Dataset. The analysis aims to find demographic and financial factors associated with higher or lower default risks, providing…
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Traffic-Accident-Analysis-US
Traffic-Accident-Analysis-US PublicThe project provides a comprehensive analysis of traffic accidents in the US from 2016-2023 aiming to identify key factors contributing to accidents. The analysis also focused on finding features t…
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Wine-Quality-Prediction-with-MLflow
Wine-Quality-Prediction-with-MLflow PublicThis project utilizes the UCI Wine Quality Dataset to demonstrate an end-to-end machine learning pipeline, with deployment on AWS. It incorporates MLflow for experiment tracking, as well as (CI/CD)…
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