Data Science Solutions on Azure: Tools and Techniques Using Databricks and MLOps

© Julian Soh and Priyanshi Singh 2020

J. Soh, P. SinghData Science Solutions on Azurehttps://doi.org/10.1007/978-1-4842-6405-8_4

4. Introduction to Azure Machine Learning

Julian Soh¹   and Priyanshi Singh²

(1)

Olympia, WA, USA

(2)

New Jersey, NJ, USA

 

In this chapter, we will study Azure ML platform and learn its capabilities, benefits, components, and advantages. In Chapter 5, we will do hands-on using Azure ML SDK and will understand how to build end-to-end machine learning solutions.

Machine learning primer

Machine learning (ML) at its most basic is a data science technique of using mathematical models of data to help a computer learn without being explicitly programmed to do so. It’s considered a subset of artificial intelligence with statistics being ...