Microsoft Azure AI fundamentals certification companion : guide to prepare for the AI-900 exam / Krunal S. Trivedi.
2023
Q335 .T75 2023
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Details
Title
Microsoft Azure AI fundamentals certification companion : guide to prepare for the AI-900 exam / Krunal S. Trivedi.
Author
ISBN
9781484292211 (electronic bk.)
1484292219 (electronic bk.)
9781484292204
1484292200
1484292219 (electronic bk.)
9781484292204
1484292200
Published
[Berkeley, CA] : Apress, [2023]
Language
English
Description
1 online resource (235 pages) : illustrations (black and white).
Item Number
10.1007/978-1-4842-9221-1 doi
Call Number
Q335 .T75 2023
Dewey Decimal Classification
006.3076
Summary
Prepare for the Azure AI Fundamentals certification examination. This book covers the basics of implementing various Azure AI services in your business. The book not only helps you get ready for the AI-900 exam, but also helps you get started in the artificial intelligence (AI) world. The book starts with a short overview of the AI-900 exam and takes you through the exam prerequisites and the structure of the exam. You will then learn basic and advanced AI in Azure. Principles of responsible AI, Azure Machine Learning (ML), Azure Cognitive Services, and Bot Services are covered, followed by a practice test. You will go through ML fundamental concepts, model training, and validation along with case studies and a practice test for better preparation. The book includes the fundamentals of Azure and computer vision cognitive services. Various vision services and face services are demonstrated as well as analyzing image and text using OCR. You will understand concepts of natural language processing (NLP) such as text analysis, language modelling, entity recognition, sentiment analysis, speech recognition, and synthesis and also learn how to leverage Microsoft Azure for NLP. After reading this book, you will be able to implement various Azure AI services and prepare for the Azure AI Fundamentals certification exam, AI-900. What Will You Learn Understand AI fundamentals and responsibilities Know the Microsoft Azure offerings for AI Understand foundational concepts for ML and Azure offerings for ML Understand Azure Cognitive Services such as Custom Vision, Face, Form Recognizer, Text-to-Speech, and Image Analysis.
Note
Includes index.
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Access limited to authorized users.
Source of Description
Description based on print version record.
Series
Certification study companion series.
Available in Other Form
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Table of Contents
Chapter 1: AI-900 Overview of Exam Preparation
Chapter 2: Fundamentals of Artificial Intelligence
Chapter 3: Machine Learning Fundamental Concepts
Chapter 4: Computer Vision
Chapter 5: Fundamentals of Natural Language Processing.
Chapter 2: Fundamentals of Artificial Intelligence
Chapter 3: Machine Learning Fundamental Concepts
Chapter 4: Computer Vision
Chapter 5: Fundamentals of Natural Language Processing.