Ram Maheshwari Logo Image
Andrew Whitman

Olympic Athlete Classification

A classification model to predict athletes sports based on age, sex, height, weight, and BMI.

Project Image

Project Overview

I created a classification model to predict the sport category for Olympic athletes based on their age, sex, height, weight, and BMI. The data set contains information on all Olympic athletes from 1980 to 2016. I used pandas and numby to load, clean, and analyze the data. I used pycaret to create, tune, and test my classification model.

Tools Used

Python
Pandas
Numpy
Classification Modelling
PyCaret
Jupyter Notebook
Data Analysis
Data Visualization
Data Cleaning