Visual ML/AI - Classification Project
In this course, we will focus on using Visual Cloud tools to perform Classification on a dataset.
Overview
Prerequisites
Introduction
Overview
Machine Learning Review
Identifying a Classification Scenario
Microsoft Azure
Steps for Classification
Classification Real World Examples
Classification Demonstration Introduction
Enabling Resource Providers: PolicyInsights / Cdn
ML Service Creation
Navigate to ML Studio
ML Studio Tour
Computing Instance
Upload Dataset
Create Dataset
Dataset Analysis
Select Columns
Normalization
Split Data
Train Model
Submitting Job
Reviewing Performance
Creating Inference Pipeline
Entering Manual Data
Submitting Inference Pipeline
Initiating Real-time Endpoint
Deploying Model
Testing on New Unseen Data
Congratulations on completing this course!