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Tiago Webber's Projects

project-clustering-on-country-data icon project-clustering-on-country-data

This project aims at clustering countries using the data of 167 countries into 3 groups, of countries needing the most help, countries needing moderate help and countries needing least of no help.

project-diabetes-prediction icon project-diabetes-prediction

This is an End to End project on how to build a Machine Learning model that helps to predict if the patient is Diabetic by using certain parameters.

project-homeloan-approval-prediction icon project-homeloan-approval-prediction

This is an End to End project on how to build a Machine Learning model that helps to predict if the applicant is eligible to be approved of a loan by a financial institution.

project-loan-delinquency-prediction-model icon project-loan-delinquency-prediction-model

This is an End to End project on how to build a Machine Learning model that helps to predict if the Borrower will end up becoming delinquent towards his loan repayment plan.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pykriging icon pykriging

Welcome to the User Friendly Python Kriging Toolbox!

pyspark_pipeline icon pyspark_pipeline

Performed machine learning classification with pyspark pipeline. pyspark performs in memory computation and parallel programming which helps to increase the speed of processing. The code creates custom column transformers to be used in pipeline operations.

pythonnumericaldemos icon pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

reta icon reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

road_detection_cnn icon road_detection_cnn

This repository contains code and resources for 'Road Condition Classification and Defect Detection using CNN and VGG16,' revolutionizing road maintenance with advanced computer vision and deep learning techniques.

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