Microsoft Azure AI Fundamentals AI-900 Exam Guide: Gain proficiency in Azure AI and machine learning concepts...

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Aaron Guilmette Steve Miles

Microsoft Azure AI Fundamentals AI-900 Exam Guide

Gain proficiency in Azure AI and machine learning concepts and services to excel in the AI-900...

Aaron Guilmette, Steve Miles, Peter De Tender

$101.95 $81.33

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English

Packt Publishing Limited
31 May 2024

Computer certification: Microsoft (eg MCSE); Artificial intelligence; Pattern recognition; Computer vision

Get ready to pass the certification exam on your first attempt by gaining actionable insights into AI concepts, ML techniques, and Azure AI services covered in the latest AI-900 exam syllabus from two industry experts

Key Features

Discover Azure AI services, including computer vision, Auto ML, NLP, and OpenAI Explore AI use cases, such as image identification, chatbots, and more Work through 145 practice questions under chapter-end self-assessments and mock exams Purchase of this book unlocks access to web-based exam prep resources, including mock exams, flashcards, and exam tips

Book DescriptionThe AI-900 exam helps you take your first step into an AI-shaped future. Regardless of your technical background, this book will help you test your understanding of the key AI-related topics and tools used to develop AI solutions in Azure cloud. This exam guide focuses on AI workloads, including natural language processing (NLP) and large language models (LLMs). You’ll explore Microsoft’s responsible AI principles like safety and accountability. Then, you’ll cover the basics of machine learning (ML), including classification and deep learning, and learn how to use training and validation datasets with Azure ML. Using Azure AI Vision, face detection, and Video Indexer services, you’ll get up to speed with computer vision-related topics like image classification, object detection, and facial detection. Later chapters cover NLP features such as key phrase extraction, sentiment analysis, and speech processing using Azure AI Language, speech, and translator services. The book also guides you through identifying GenAI models and leveraging Azure OpenAI Service for content generation. At the end of each chapter, you’ll find chapter review questions with answers, provided as an online resource. By the end of this exam guide, you’ll be able to work with AI solutions in Azure and pass the AI-900 exam using the online exam prep resources.

What you will learn

Discover various types of artificial intelligence (AI)workloads and services in Azure Cover Microsoft's guiding principles for responsible AI development and use Understand the fundamental principles of how AI and machine learning work Explore how AI models can recognize content in images and documents Gain insights into the features and use cases for natural language processing Explore the capabilities of generative AI services

Who this book is forWhether you're a cloud engineer, software developer, an aspiring data scientist, or simply interested in learning AI/ML concepts and capabilities on Azure, this book is for you. The book also serves as a foundation for those looking to attempt more advanced AI and data science-related certification exams (e.g. Microsoft Certified: Azure AI Engineer Associate). Although no experience in data science and software engineering is required, basic knowledge of cloud concepts and client-server applications is assumed.

By: Aaron Guilmette, Steve Miles
Foreword by: Peter De Tender
Imprint: Packt Publishing Limited
Country of Publication: United Kingdom
Dimensions: Height: 235mm, Width: 191mm,
ISBN: 9781835885666
ISBN 10: 1835885667
Pages: 288
Publication Date: 31 May 2024
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Aaron Guilmette is a Principal Architect at Planet Technologies, an award-winning Microsoft Partner focused on the Public Sector. As an author of over a dozen IT books, he specializes in identity, messaging, and automation technologies. Previous to Planet Technologies, Aaron was a Senior Program Manager for Microsoft focusing on Microsoft 365 Customer Experience. When he's not writing books or tools for his customers, Aaron can be found tinkering on cars. Steve Miles works in a technology leadership role for the cloud practice of a multi-billion turnover IT distributor based in the UK and Ireland. He is a Microsoft Azure MVP (Most Valuable Professional), MCT (Microsoft Certified Trainer) and Microsoft technologies author. Steve has more than 25 years of experience in hosted datacenter services, hybrid, and multi-cloud platforms. In his free time, Steve also can be found tinkering on cars. Peter De Tender has 20 years of professional expertise in Microsoft Infrastructure consulting and architecting, with a main focus on Microsoft Cloud technologies (Azure, Enterprise Mobility Suite, Office 365...). After working for some of the top Microsoft partners in Belgium, he ran his own successful business for several years, mainly providing Infrastructure and Cloud Architect training and readiness in a passionate and enthusiastic way. Peter coached several Microsoft Partners all over the world in doing more Microsoft business, both from a technical and business angle. Just recently, as of June 2016 to be exact, Peter joined Microsoft Corp as an FTE Azure Architect and Program Manager in the global AzureCAT GSI team, part of Azure engineering, where his role consists of providing Azure-focused readiness training and cloud practice building coaching to the TOP Microsoft Global System Integrators. This role allows Peter to combine his two passions, working on the latest and greatest up-to-date technologies, and cooperating with people from all over the globe. His valued credentials are Microsoft Certified Trainer, Azure Certified Architect, and— before he joined Microsoft—Peter was also recognized as a Microsoft MVP for several years in a row. In his free time, Peter loves speaking at (inter)national conferences and community events, is a technical writer and courseware creator.