Introduction to Azure Machine Learning Services

In our data-saturated world, hidden patterns can optimize business decisions. Learning to find and use these patterns is a sought-after skill. Understand these through data science and machine learning, vital for future success.

What you'll learn
Course Description
Course Outline
Instructor
System Requirements
What to know beforehand

What you'll learn

This course includes:

4+ hours hours of training
Access on mobile and browser
Certificate of Completion

Course Description

Cash registers, websites, patients, employees, customers, students, machines, warehouses and nearly every other aspect of the modern business world generate enormous amounts of data. Hiding within these ever-increasing mountains of data are patterns that can optimize nearly every business decision. Knowing how to find and leverage these patterns is a skill-set that is in high demand and will remain there indefinitely. Data science and machine learning are the core components used to understand, transform, model and execute on those data patterns. In this class we will learn the basics of the Azure Machine Learning Services platform and how to create machine learning experiments.

This course includes:

4+ hours hours of training
Access on mobile and browser
Certificate of Completion

Course Outline

Data Science with Azure ML - What do you need to get started

Module 00 - Class Introduction 5 min.

Module 01 - Introduction to Data Science 35 min.

Module 02 - Data Science Methodology 17 min.

Module 03 - Azure Navigation 16 min.

Module 04A - Azure Machine Learning Services (Overview and Provisioning) 13 min.

Module 04B - Azure Machine Learning Services (Studio Walkthrough) 21 min.

Module 04C - Azure Machine Learning Services (Compute Resources) 17 min.

Module 05 - Running Notebooks in Azure ML 30 min.

Module 06 - Using AutoML in Azure ML 43 min.

Module 07 - Azure ML Studio Designer 43 min.

Module 08 - Consuming ML Models with Power BI 19 min.

Module 09 - Azure ML Class Outro 3 min.

This course includes:

4+ hours hours of training
Access on mobile and browser
Certificate of Completion

Instructor

Manuel Quintana

Data Engineer (Azure) Trainer

Manuel Quintana has been teaching and developing training content for Pragmatic Works for the past 6 years. The areas of knowledge he has worked with includes the Microsoft SQL BI Stack (T-SQL, SSIS, SSAS, and SSRS), the Power Platform (Power BI, Power Automate, and PowerApps), and other various Azure services. Manuel has also authored a couple of books around Power BI and the Power Platform and participates within the community by presenting topics at various SQL Server or Power BI User groups.

Learn More

This course includes:

4+ hours hours of training
Access on mobile and browser
Certificate of Completion

System Requirements

- A web browser that can reach https://portal.azure.com/ - You will also need an Microsoft Azure Account (Paid or Trial)

This course includes:

4+ hours hours of training
Access on mobile and browser
Certificate of Completion

What to know before class

This course includes:

4+ hours hours of training
Access on mobile and browser
Certificate of Completion