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_5

5. Hands-on with Azure Machine Learning

Julian Soh¹   and Priyanshi Singh²

(1)

Olympia, WA, USA

(2)

New Jersey, NJ, USA

 

In the previous chapter, we discussed Azure Machine Learning service tools, functionality, and assets. This chapter focuses on providing hands-on experience to users and develop end-to-end machine learning project life cycle using Azure ML SDK. As mentioned in the previous chapter, Azure ML offers Python SDK, R SDK, and low-code or zero-code Azure ML designer approaches to develop, train, and deploy ML models; we will use Python SDK for our hands-on labs in this chapter. For the purposes of hands-on lab in ...