MC Microsoft Certified Azure AI Fundamentals Study Guide (eBook)

Exam AI-900

Adora Nwodo (Autor)

eBook Download: EPUB

2025
567 Seiten
Wiley (Verlag)
978-1-394-35276-0 (ISBN)

Infos

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.

ABOUT THE AUTHOR

ADORA NWODO is a software engineer, author, and speaker with extensive experience in building and managing large-scale distributed systems. She's an expert in cloud computing, distributed systems, and DevOps tooling.

Textauszug

Introduction

Purpose and Structure of the Exam

The AI-900 exam, also known as the Microsoft Azure AI Fundamentals exam, is designed to test your basic understanding of artificial intelligence (AI) and how it works in the context of Microsoft Azure. The purpose of this exam is to make sure you have a solid foundation in AI concepts, even if you don’t have a technical background. It’s meant for people who are new to AI or those who want to validate their knowledge of AI and how it’s used in Azure. This exam is not about deep technical skills or coding; instead, it focuses on understanding the big picture of AI, including its benefits, challenges, and common use cases.

The exam is structured to cover a range of topics related to AI and machine learning, but it’s not overly complicated. It typically includes around 40–60 questions, and you’ll have 45 minutes to complete it. The questions are multiple choice, and they test your knowledge of AI concepts, Azure AI services, and how AI can be applied in real-world scenarios. The exam is designed to be approachable, so even if you’re just starting out with AI, you can feel confident going into it as long as you’ve prepared well.

One of the key things to understand about the AI-900 exam is that it’s not just about memorizing facts. Instead, it’s about understanding how AI works and how it can be used to solve problems. For example, you’ll need to know what machine learning is, how it differs from traditional programming, and how Azure services like Azure Machine Learning or Cognitive Services can be used to build AI solutions. The exam also covers ethical considerations in AI, such as fairness, privacy, and transparency, which are important topics in today’s world.

This is a great starting point for anyone interested in AI, whether you’re a student, a business professional, or someone looking to switch careers. It’s designed to be accessible, and it gives you a solid foundation in AI concepts and Azure tools, and it can be a stepping stone to other Azure role-based certifications like Azure Data Scientist Associate or Azure AI Engineer Associate. When you pass this exam, you’ll gain a valuable certification, but you’ll also have a better understanding of how AI is shaping the future of technology.

Key Skills Measured in the Exam

The AI-900 exam focuses on testing your understanding of key AI concepts and how they are applied using Microsoft Azure services. One of the main areas it covers is Artificial Intelligence workloads and considerations, which makes up about 15–20% of the exam. This includes understanding what AI is, how it can be used in different industries, and the ethical considerations that come with building and deploying AI systems. You’ll need to know about fairness, reliability, privacy, and transparency, and why these principles are important when working with AI.

Another significant part of the exam, making up 20–25%, is the fundamental principles of machine learning on Azure. This section tests your knowledge of basic machine learning concepts, such as supervised, unsupervised, and reinforcement learning. You’ll also need to understand how machine learning models are trained and evaluated, and how Azure Machine Learning can be used to build and deploy these models. While you don’t need to know how to code, you should be familiar with the tools and services Azure provides for machine learning.

The exam also covers computer vision workloads on Azure, which accounts for 15–20% of the test. This includes understanding how Azure services like Computer Vision and Custom Vision can be used to analyze images and videos. You’ll need to know about common use cases, such as object detection, facial recognition, and image classification, and how these can be applied in real-world scenarios.

Another 15–20% of the exam focuses on Natural Language Processing (NLP) workloads on Azure. This section tests your knowledge of how Azure services like Text Analytics, Translator, and Speech can be used to process and analyze text and speech data. You’ll need to understand common NLP tasks, such as sentiment analysis, language translation, and speech-to-text conversion, and how these can be used to improve business processes.

Finally, the exam includes generative AI workloads on Azure, which also makes up 15–20% of the test. This section covers the basics of generative AI, including how it can be used to create new content, such as text, images, or even code. You’ll need to understand how Azure services like OpenAI can be used to build generative AI solutions and the potential applications of this technology in areas like content creation, customer support, and more.

How to Use This Study Guide Effectively

To get the most out of this study guide, it’s important to approach it with a clear plan. Start by reading this introduction to understand the structure of the AI-900 exam and what it covers. This will give you a good idea of what to expect and how to focus your study time. The guide is designed to walk you through each topic step by step, so take your time with each chapter. Don’t rush through the material; instead, make sure you fully understand the concepts before moving on to the next section.

As you go through the chapters, take advantage of the practical examples and visual aids provided. These are there to help you connect the concepts to real-world scenarios, making it easier to remember and apply what you’ve learned. If you come across something you don’t understand, don’t skip over it. Go back, reread the section, or use additional resources if needed. The goal is to build a strong foundation, so it’s okay to spend extra time on topics that are new or challenging for you.

The practice questions at the end of the guide are one of the most valuable tools for your preparation. Use them to test your knowledge and identify areas where you might need more review. Treat these review questions like the real exam; time yourself and try to answer the questions without looking at the answers. This will help you get comfortable with the format and build your confidence. After each practice session, review your answers and read the explanations to understand why the correct answers are right and why the others are wrong.

Finally, make a study schedule that works for you. Set aside regular time each day or week to work through the guide, and stick to it. Consistency is key when preparing for an exam like this. If you follow the guide step by step, take advantage of the practice materials, and stay consistent with your study habits, you’ll be well-prepared to pass the AI-900 exam and gain a solid understanding of Azure AI fundamentals.

Exam Preparation Strategies and Tips

Preparing for the AI-900 exam doesn’t have to be overwhelming if you approach it with the right strategies. First, start by understanding the exam objectives and what topics are covered. This will help you focus your study time on the areas that matter most. The study guide breaks down each topic into manageable sections, so take it one chapter at a time. Don’t try to cram everything at once; instead, set a realistic study schedule that allows you to cover the material thoroughly without feeling rushed.

As you study, make sure to actively engage with the content. This means taking notes, summarizing key points in your own words, and testing yourself as you go. The practice questions in the guide are helpful for this. Use them to check your understanding and identify any weak areas. If you find yourself struggling with a particular topic, go back and review it until you feel confident. Remember, the goal isn’t just to memorize facts but to truly understand how AI concepts work and how they’re applied in Azure.

Another important tip is to simulate the exam environment when you practice. Set aside time to take the mock exams under real exam conditions, timed and without distractions. Figure I.1 shows what the mock exams (or practice assessment) look like. You can set a timer yourself as you take the test. This will help you get used to the pressure of the actual test and improve your time management skills. After each practice session, review your answers carefully. Pay attention to the explanations for both correct and incorrect answers, as this will deepen your understanding of the material.

FIGURE I.1 AI-900 practice assessment.

Don’t also forget to take care of yourself during the preparation process. Studying for an exam can be stressful, so make sure to take breaks, get enough sleep, and stay hydrated. A clear mind will help you absorb the material better and perform well on exam day. If you follow these strategies and use the study guide effectively, you’ll be well-prepared to tackle the AI-900 exam with confidence.

How This Book Is Organized

This book consists of 13 chapters plus supplementary information: a glossary, this introduction, and the assessment test after the introduction. The chapters are organized as follows:

• 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 Concepts”
• Chapter 5, “Machine Learning in Azure”
• Chapter 6, “Introduction to...

Produkt-Details

• Erscheint lt. Verlag: 30.10.2025
• Reihe/Serie: Sybex Study Guide
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik
• Themenwelt: Sozialwissenschaften ► Pädagogik
• Schlagworte: ai-900 certification exam • ai-900 exam • ai-900 practice exams • ai-900 practice questions • ai-900 practice tests • azure ai basics • azure ai certification • azure ai exam • azure ai guide • azure ai practice • azure ai study guide • azure ai test
• ISBN-10: 1-394-35276-X / 139435276X
• ISBN-13: 978-1-394-35276-0 / 9781394352760