Visual ML/AI - Regression Project
In this course, we will focus on using Visual ML tools to perform Regression on a dataset.
Prerequisites
Introduction
Overview
Machine Learning Review
Identifying a Regression scenario
Microsoft Azure Designer Tool
Regression Steps
Regression Real World Examples
Demo Intro
Enabling Resource Providers: PolicyInsights / Cdn
ML Service Creation
Navigate to ML Studio
ML Studio Tour
Computing Instance
Designer Tool Tour
Creating a new Pipeline
Splitting Data and Training
Submitting Pipeline
Evalution Metrics
Inference Pipeline
Inference Pipeline - Enter Manual Data
Submit and Run Inference Pipeline
Setting Up Endpoint
Swagger UI
Prediction on New Unseen Data
Congratulations on Completing This Module!