Microsoft Azure AI Fundamentals (AI-900) Certification Guide

Empower your AI Cloud Career with Microsoft Azure AI-900 Certification

Book Description

The Microsoft Azure AI Fundamentals (AI-900) certification is one of the most in-demand credentials and your gateway to understanding AI and how it drives innovation in the cloud. The Microsoft Azure AI Fundamentals (AI-900) Certification Guide takes you on a step-by-step journey from foundational AI principles to hands-on implementation using Microsoft Azure.

You will start by exploring the building blocks of AI - understanding workloads, data science fundamentals, and the difference between AI, ML, and deep learning. From there, the book dives into Azure Cognitive Services, guiding you through Vision, Language, Speech, and Decision-making capabilities with practical examples and use cases. You will also learn how to build intelligent applications that see, hear, and understand the world around them.

Table of Contents

1. Introduction to Exam AI-900

2. Identify Features of Common AI Workloads

3. Identify Guiding Principles for Responsible AI

4. Identify Common Machine Learning Techniques

5. Describe Core Machine Learning Concepts

6. Describe Azure Machine Learning Capabilities

7. Identify Common Types of Computer Vision Solution

8. Identify Azure Tools and Services for Computer Vision Tasks

9. Identifying Common NLP Workloads

10. Identify Azure Tools and Services for NLP Workloads

11. Identify Features of Generative AI Solutions

12. Identifying the Capabilities of Azure OpenAI Service

13. Practice Test and Sample Questions

14. Best Practices, Future Trends, and Tips and Tricks

Index