Data AI: Azure Machine Learning

Azure Machine Learning is a cloud predictive analytics service that makes it possible to quickly create and deploy predictive models as analytics solutions. It is a three-day WorkshopPLUS course that provides you with the knowledge and tools necessary to understand the capabilities and usage of Azure Machine Learning. This workshop will also help you to learn how to create a Machine Learning solution utilizing Azure Machine Learning. This workshop is targeted at Business Intelligence Engineers, Data Scientists, SQL Server Architects, Database Administrators, IT professionals, SQL Server support staff and DevOps Engineers.

Objectives
After completing this training, students will be able to:

• Gain a comprehensive understanding of the features and capabilities of creating a machine learning experiment
• Learn reliable methods of creating and deploying models using Azure machine Learning
• Take what you’ve learned in the classroom and apply it to your environment at your organization

Module 1: Introduction to Azure Machine Learning

• Introduction to Machine Learning
• Regression
• Classification
• Time Series Analysis
• Clustering

Module 2: Data Cleaning and Model Improvement

• Initial Data Analysis
• Data Cleaning
• Model Improvement

Module 3: Azure Machine Learning Service

• Azure Machine Learning Service Fundamentals
• Azure Machine Learning Service Model Training
• Azure Machine Learning Service Model Deployment
• Pipelines in Azure Machine Learning Service