CS7CS4 Machine Learning

This repository contains the code for the Trinity College Dublin School of Computer Science and Statistics course Machine Learning.

Python Libraries used

• Numpy
• Pandas
• Scikit Learn
• Catboost

Workflow for the CourseWork 1 - Kaggle Competition for income prediction

The file CS7CS4-cw1.ipynb walks through the following steps:

• Data Exploration
• Data Corrucption check
• Data Cleaning
• Data split for performance evaluation
• Model Creation
• Model Evaluation

The Submission gave the results in Top 10% of the competition.

The csv file with the predicted income can be found here.

If you're having trouble rendering the notebook, kindly use the nbviewer link.