Web App and Random Forest - Loan Approval Prediction
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Oct 19, 2022 - Jupyter Notebook
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loanapproval
Here are 7 public repositories matching this topic...
When it comes to deciding whether the applicant’s profile is relevant to be granted with loan or not,banks have to look after many aspects. Predicting loan approval is a common application of machine learning in the financial industry.
visualization exploratory-data-analysis jupyter-notebook pandas python3 classification logistic-regression data-preprocessing hyperparameter-tuning model-building random-forest-classifier svc-model matplotlib-pyplot seaborn-plots plotly-express xgboost-classifier loanprediction classification-metrics loanapproval
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Nov 7, 2023 - Jupyter Notebook
Welcome to the Loan Approval Prediction project repository! This project focuses on predicting the approval of loan applications using various machine learning algorithms. By analysing applicant details and financial information, the model aims to assist financial institutions in making data-driven and reliable loan approval decisions.
machine-learning scikit-learn pandas matplotlib decision-trees feature-engineering predictive-modeling datapreprocessing modelevaluation loanapproval
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Jun 9, 2024 - Jupyter Notebook
A sophisticated, modular machine learning framework for automating loan approval processes, integrating Docker, Jenkins CI/CD, AWS-EC2, and FastAPI for robust, scalable financial decision-making.
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Apr 1, 2024 - Jupyter Notebook
Classification pour l'attribution ou non de prêts financiers et prédiction de scores de risque.
python data-science machine-learning statistics risk-analysis machine-learning-algorithms regression scoring data-visualization statistical-analysis classification data-analysis statistical-tests regression-models hyperparameter-tuning scoring-models loan-prediction-analysis risk-score loan-prediction loanapproval
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Nov 8, 2024 - Jupyter Notebook
Predict bank loan approval status using SAS
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Aug 15, 2024 - SAS
Loan Approval Prediction System using Ensemble Learning Approaches
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Dec 1, 2024
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