MC Microsoft Certified Azure AI Fundamentals Study Guide

A fast and efficient prep handbook for the Azure AI Fundamentals certification exam

In MC Microsoft Certified Azure AI Fundamentals Study Guide: Exam AI-900, experienced software engineer Adora Nwodo walks you through every technical topic you need to understand to succeed on the AI-900 certification exam and build a fundamental understanding of Azure AI features. The Study Guide uses the proven and popular Sybex approach to help you use Azure AI in the real-world, whether you're in a technical or non-technical role.

Nwodo offers clear explanations, step-by-step instructions, and visual aids to guide you through essential AI concepts and shows you how to use them in the Azure cloud. You'll learn about:

• Artificial intelligence concepts and workloads
• Responsible AI use in Azure
• Core concepts in AI models and solutions
• Introduction to machine learning concepts, including data preprocessing, training and validation, algorithms, and more
• The application of machine learning concepts on the Azure cloud platform
• Computer vision in Azure
• Natural language processing concepts
• Generative AI concepts
• The Azure OpenAI Service
• Example AI use cases and industry-specific applications

The MC Microsoft Certified Azure AI Fundamentals Study Guide highlights best practices for industry newcomers and veterans alike and builds the confidence you need to pass the AI-900 certification exam on your first attempt.

Inside the book:

• Intuitively organized material and additional sample questions that allow you to selectively study the areas in which you need to improve
• Carefully explained content appropriate for non-technical professionals who interact with AI technologies occasionally or on a daily basis
• Complimentary access to the superior Sybex online learning environment and test bank, including practice test questions, digital flashcards, and a glossary of key terms

Perfect for everyone preparing for the AI-900 certification exam, the Microsoft Certified Azure AI Fundamentals Study Guide is also a must-read for technical and non-technical professionals—especially those working in AI-impacted industries like sales and marketing—who wish to expand their AI skillset and improve their effectiveness at work.

Contents at a Glance

Introduction

Chapter 1: Overview of AI Concepts and Workloads

Chapter 2: Responsible AI in Azure

Chapter 3: Core Concepts of AI Models and Solutions

Chapter 4: Introduction to Machine Learning (ML) Concepts

Chapter 5: Machine Learning in Azure

Chapter 6: Introduction to Computer Vision

Chapter 7: Azure Tools for Computer Vision

Chapter 8: Introduction to Natural Language Processing (NLP)

Chapter 9: Azure Tools for NLP Workloads

Chapter 10: Introduction to Generative AI

Chapter 11: Azure OpenAI Service

Chapter 12: AI Agents in Azure

Chapter 13: AI Use Cases and Industry Applications

Conclusion

Answers to Review Questions

Index