Microsoft Azure AI Fundamentals Certification Companion: Guide to Prepare for the AI-900 Exam

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

K. S. TrivediMicrosoft Azure AI Fundamentals Certification CompanionCertification Study Companion Serieshttps://doi.org/10.1007/978-1-4842-9221-1_3

3. Machine Learning Fundamental Concepts

Krunal S. Trivedi¹  

(1)

Ahmedabad, India

 

This chapter takes you on an introductory machine learning journey to familiarize you with all the fundamental basics of this topic. This chapter begins by defining machine learning and then goes on to describe core machine learning concepts like datasets, features and labels, machine learning algorithms, machine learning workflow, and model evaluation metrics. The chapter also covers different types of machine learning, such as supervised ...