Azure AI Fundamentals (AI-900) Cert Prep: 2 Principles of Machine Learning on Azure

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Free Online Course: Azure AI Fundamentals (AI-900) Cert Prep: 2 Principles of Machine Learning on Azure provided by LinkedIn Learning is a comprehensive online course, which lasts for 1-2 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Azure AI Fundamentals (AI-900) Cert Prep: 2 Principles of Machine Learning on Azure is taught by Emilio Melo.

Overview
  • Explore the fundamental principles of machine learning on Azure to tackle the second domain of the Microsoft Azure AI Fundamentals (AI-900) certification exam.

Syllabus
  • Introduction

    • Getting started with the AI-900 Machine Learning exam
    • Overview of the Azure Fundamentals certification
    1. Principles of Machine Learning
    • What is machine learning?
    • Practice: Types of machine learning
    • Machine learning services in Azure
    • Creating an Azure ML resource
    2. Creating an Experiment in Azure ML
    • Machine learning definitions
    • The machine learning process: Data steps
    • The machine learning process: Model steps
    • Creating an Azure ML model
    • Model evaluation metrics
    • Performing model evaluation
    3. Azure AutoML
    • Overview of the Azure AutoML
    • Using Azure AutoML
    Conclusion
    • Azure ML: Additional resources