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1. Credit_Default_Prediction Credit_Default_Prediction Public

   Credit Default Prediction using Python. Explore and predict default payment utilizing 23 explanatory variables. Analyze credit, demographic, and payment history features. Valuable for risk assessme…

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2. InvestmentStrategy_Modeling_Project InvestmentStrategy_Modeling_Project Public

   Explore predictive modeling for peer lending in SoftLending data. From business understanding to model evaluation, uncover insights for investment strategies. Organized and documented for efficient…

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3. Bayes_EM_Algorithm_Implementation Bayes_EM_Algorithm_Implementation Public

   Bayes and EM exploration with implementations of EM algorithm and Naive Bayes. Visualize results for enhanced understanding.

   Jupyter Notebook

4. Exploring_the_Impact-of-Image_Permutation_on_Classification_Performance Exploring_the_Impact-of-Image_Permutation_on_Classification_Performance Public

   This repository contains code, documentation, and analysis for a project exploring the impact of image permutation on the performance of neural network classifiers. The project investigates how seg…

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5. networkX-Social_Network_Analysis_US_Domestic_Flights_Networks networkX-Social_Network_Analysis_US_Domestic_Flights_Networks Public

   This project explores the US domestic airline network, analyzing airport centrality's impact on flight delays using Python's NetworkX for Social Network Analysis. The goal is to enhance operational…

   Jupyter Notebook 1

6. Convolutional_Networks_with_PyTorch Convolutional_Networks_with_PyTorch Public

   A PyTorch CNN exploration, detailing AlexNet and training on CIFAR10. We adjust hyperparameters and visualize with saliency maps to understand neural decisions.

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