Visual ML/AI - Clustering Project
In this course, we will focus on using Visual ML tools to perform Clustering on a dataset.
Overview
Prerequisites
Project Overview
Identifying Clustering scenario
Steps for Clustering
Clustering examples
Navigate to Azure ML
Import Dataset
Create Data asset
Create new Pipeline
Select Columns
Cleaning Data
Normalizing Data
Split Data
Train Model
Few parameter customization
Assign Data to Clusters
Evaluate Model
Successful Pipeline run
Review results
More statistical metrics
Create Inference Pipeline
Inference Pipeline Modifications
Deploy Model
Test on New Data
Summary
Congratulations on completing this course!