Azure - Machine Learning: Clustering (AI-FUNDA)

Using Azure Machine Learning Studio

Objective: Build clustering model to classify species of penguin.

Data Source: https://raw.githubusercontent.com/MicrosoftDocs/ml-basics/master/data/penguins.csv

Predictor:

CulmenLength - Length of the penguin's bill in millimeters

CulmenDepth - Depth of the penguin's bill in millimeters

FlipperLength - Length of the penguin's flipper in millimeters

BodyMass - Weight of the penguin in grams

Response:

Species indicator (0:"Adelie", 1:"Gentoo", 2:"Chinstrap")

The followings are Adelie Penguin, Gentoo Penguin, and Chinstrap Penguin respectively

1. Import data and visualize the data profile

2. Apply necessary data transformation

3. Employ K-mean Clustering Algorithm

4. Deploy Inference Pipeline

5. Employ the trained model to classify new data.