loan-prediction-using-decision-tree

Todo o conteúdo produzido para a unidade curricular AC (Aprendizagem Computacional), para o curso em Engenharia Informática e Computação na FEUP

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

Minor Machine Learning project on Loan Prediction

Loan prediction practice problem solution

An End-to-End production ready application for predict whether the loan will approve or not. assesses the likelihood of approving a loan. 📊💰 It involves collecting and processing data on applicants, training a model to predict loan approval, and creating a system for real-time predictions. 🤖

Python script for utilizing the Dash framework along with Plotly to visualize and analyze data from the Luxury Loan Portfolio. The script imports data from a CSV file containing loan portfolio information and generates three interactive charts.

This application tells whether your loan get approved or not

loan-prediction-using-random-forest

This program is mainly used to figure out loan schedules for clients and can be used both by clients and loan providers to both show and save a document that has the loan schedule on it.

This repository describes my assignment in Data Science related to Exploratory Data Analysis in detecting the type of customers who are more likely to accept a loan with minimum defaulting rate.

Machine learning examination in R

End-To-End Data Science Project

This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

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.

Analysis of Streaming dataset with different attributes of a Customer to find whether they are eligible for a loan.

Loan Approval Prediction Model using the dataset from Kaggle

Loan prediction using Machine learning.