vishnukanduri / Credit-Risk-Modeling-in-PythonLinks
Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Com…
☆92Updated 5 years ago
Alternatives and similar repositories for Credit-Risk-Modeling-in-Python
Users that are interested in Credit-Risk-Modeling-in-Python are comparing it to the libraries listed below
Sorting:
- A comprehensive credit risk model and scorecard using data from Lending Club☆148Updated 4 years ago
- ☆24Updated 5 years ago
- The full scope of IFRS 9 Impairment models including PD, LGD and EAD are provided. It also covers ECL, which is the combination of those …☆102Updated 6 months ago
- Credit Risk analysis by using Python and ML☆167Updated 7 years ago
- Credit-Risk Modelling Libraries☆125Updated 7 years ago
- Credit Risk Modeling to Compute Expected Loss of Loans (logistic regression, linear regression)☆27Updated last year
- credit-risk-modeling☆30Updated 4 years ago
- ☆13Updated 5 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆49Updated 4 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆62Updated 3 years ago
- Credit Risk Model on Machine learning and prediction☆31Updated 5 years ago
- Financial data analytics with Python☆75Updated 5 years ago
- What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am shari…☆154Updated 2 years ago
- Portfolio of investment and finance-related data science projects☆40Updated 6 years ago
- ECN 5090- Machine Learning in Economics and Finance (Python)☆83Updated 2 years ago
- The goal of this project is to build an unsupervised machine learning model that predicts customers' next purchase date.☆20Updated 4 years ago
- Files for my Udemy course specifically on Time Series Analysis☆65Updated 5 years ago
- In this repository I document my learnings from the course on Udemy - udemy.com/course/credit-risk-modeling-in-python/☆18Updated 5 years ago
- Time Series Analysis with Python Cookbook, published by Packt☆284Updated 2 months ago
- Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.☆82Updated 7 years ago
- The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previou…☆90Updated 3 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆78Updated 5 years ago
- Building an PD, LGD and EAD Model for Financial Modeling.☆15Updated last year
- Data Science Portfolio☆74Updated 4 years ago
- Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to …☆136Updated 7 years ago
- Code related to my YouTube vids!☆249Updated 9 months ago
- Source Code for 'Advanced Forecasting with Python' by Joos Korstanje☆74Updated 3 years ago
- This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJ…☆266Updated 2 years ago
- Applied Data Science for Credit Risk☆166Updated this week
- Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices☆130Updated 4 years ago