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Real World Projects

Welcome to my projects portfolio! This is where data meets creativity, and every project tells a unique story of transformation and insight. Dive into my world of data-driven adventures and discover how I turn numbers into narratives.

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Udemy Courses EDA - Python

Exploratory Data Analysis on Udemy courses using dataset found on Kaggle. 

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Image by Colin Watts

Predicting Loan Payments - Python

Given a Loan dataset, I explored multiple Machine Learning techniques with the sole aim of deriving the most efficient model and best outcome on my trained data. The Machine Learning techniques used for this classification project were K Nearest Neighbor (KNN), Linear Regression, and Gradient Boosting. 

 

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Image by Khurram

Newyork City Accidents Analysis 2020 - Tableau

A combination of visual stories which answers questions regarding accidents in Newyork city. These visualization could assist decision makers in getting insights on focal points and how to avert occurrences overtime.

 

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