Loan Approval prediction using ML.

Predict loan amount using RAPIDS libraries.

Used machine learning models to predict spam mails, loan, diabetes etc... also done web scraping, sentiment analysis, EDA. Have fun.

This project demonstrates the implementation of a loan approval system that utilizes MongoDB for distributed data storage and management, and PyMongo for database operations. The project aims to automate the assessment of loan eligibility using customer details from online applications.

Developing and Deploying Machine learnig model using pycharm Bank Loan application

In this case study, we will use EDA to understand how consumer attributes and loan attributes influence the tendency of loan default.

This a practice project for Classification model with different models like Logistic Regression, Decision Tree Classifier, Random Forest Classifier and Xgboost Classifier. At the end, Logistic Regression gave the best result.

This project aims to predict loan status by utilizes a Support Vector Machine (SVM) model. The historical loan data is preprocessed, and the SVM model is trained and fine-tuned using labeled data. The study focused on building machine learning model using the SVM algorithm from the scikit-learn library.

This repo contain Machine learning Projects

Developed a loan approval amount prediction model utilizing Decision Tree Regressor and Random Forest Regressor and Conducted exploratory data analysis (EDA) to identify key features.

A Github repository for my Capstone projects

Explaratory data analysis on the loan dataset. ML model to automate the loan eligibility process (real-time) based on customer detail provided while filling out online application forms.

Data Analysis and prediction on Kaggle dataset: House Loan Data Analysis-Deep Learning

Data Science Projects Compilation

This notebook is a machine learning project with classification to recognize payment and non-payment.This project is related to the final project related to the IBM machine learning course that I took. I hope you enjoy it and find it useful.

This project about deployment machine learning model Loan Approval Prediction using Streamlit

A Final Task in Virtual Internship Experience Program: Data Scientist HOme Credit Indonesia