what-is-cooking

A mini academic project (2020 April)

The project is to explore the cooking culture behind what's cooking dataset from Kaggle using machine learning clustering and classification. There are four parts included in the project code: basic exploration, data visualization, objective 1, and objective 2.

Objective 1: using clustering to determine whether similar cuisines are also geographically close to each other

Objective 2: using classification to predict the cuisine a dish belongs to

programming language: Python

software: Jupter Notebook