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A dynamic repository demonstrating machine learning through practical applications and theoretical insights across classification, regression, and neural networks, aimed at solving real-world challenges.

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Machine Learning Repository

Welcome to the Machine Learning repository, a comprehensive resource dedicated to exploring and understanding different facets of machine learning. This repository is structured to provide insights, code examples, and discussions on various machine learning paradigms, including Classification, Regression, and Neural Networks. Below is a brief overview of each sub-section within this repository.

Classification

Loan Approval Prediction - A focused project on predicting loan approval outcomes using machine learning models, aimed at enhancing decision-making processes for financial institutions.

Regression

House Price Prediction - A comprehensive analysis on predicting house prices per unit area, leveraging diverse machine learning techniques to uncover the influence of proximity to amenities and property characteristics on real estate values.

Neural Networks

Pending...

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A dynamic repository demonstrating machine learning through practical applications and theoretical insights across classification, regression, and neural networks, aimed at solving real-world challenges.

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