Project 5: Bankruptcy in Poland

Overview

In this project, you'll work with financial data from the  Emerging Markets Information Service. You'll look at financial indicators from Poland and Taiwan, and build a model that predicts bankruptcy.

We'll explore data collected by a team of Polish economists studying bankruptcy. Your goal is to build a model that can predict whether a company will go bankrupt or not.

Once you complete this project, you'll be able to:

• Navigate a file system from the Linux command line
• Load and save files using Python
• Address imbalanced data using resampling techniques
• Evaluate a model using classification metrics like precision and recall

This project consists of 5 Notebooks :

5.1. Working with JSON files

5.2. Imbalanced Data

5.3. Ensemble Models: Random Forest

5.4. Gradient Boosting Trees

5.5. Bankruptcy in Taiwan 🇹🇼

➡️ 5.1. Working with JSON files

➡️ 5.2. Imbalanced Data

➡️ 5.3. Ensemble Models: Random Forest

➡️ 5.4. Gradient Boosting Trees

➡️ 5.5. Bankruptcy in Taiwan 🇹🇼