Web App and Random Forest - Loan Approval Prediction
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Oct 19, 2022 - Jupyter Notebook
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loanapproval
Here are 11 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 15, 2025 - Jupyter Notebook
🔍 Predict loan approval and calculate credit risk using a full-stack ML web app with Flask backend, React frontend, and Docker deployment.
html docker data-science machine-learning scikit-learn data-visualization seaborn webapp logistic-regression matplotlib luigi-workflows tableau regression-models lending-club accuracy-analysis jypyternotebook fastapi loan-approval-prediction loanapproval
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Feb 26, 2026
Loan Approval Prediction System using Ensemble Learning Approaches
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Dec 1, 2024
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
A Deep Learning-based Loan Approval Prediction system using Python, TensorFlow, and SQL. Includes data preprocessing, feature engineering, model training with Keras, hyperparameter tuning, and evaluation (accuracy & confusion matrix) to classify applications as approved or rejected
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Sep 8, 2025 - Jupyter Notebook
Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials. AI for Credit Risk Scoring leverages AI to assess financial and behavioral data, predicting creditworthiness and helping lenders make accurate, data-driven decisions to minimize loan defaults.
fintech machinelearning artificialintelligence computerscienceprojects btechprojects finalyearprojects mtechprojects loanapproval bcaprojects mcaprojects creditriskscoring
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Feb 5, 2026
Predict bank loan approval status using SAS
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Aug 15, 2024 - SAS
Dataset Predictionl | https://www.kaggle.com/datasets/architsharma01/loan-approval-prediction-dataset
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Feb 23, 2026 - 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
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