Microsoft Azure AI Fundamentals Certification Companion: Guide to Prepare for the AI-900 Exam

This book provides a comprehensive guide to implementing various Azure AI services, covering topics such as responsible AI, Azure Machine Learning, Azure Cognitive Services, and Bot Services. It also includes a practice test to help prepare for the Azure AI Fundamentals certification exam, AI-900.

Format: Paperback / softback
Length: 189 pages
Publication date: 07 April 2023
Publisher: APress

This comprehensive guide is designed to help you prepare for the Azure AI Fundamentals certification examination, AI-900. Covering the basics of implementing various Azure AI services in your business, the book offers a thorough understanding of artificial intelligence (AI) concepts and their application in Azure.

The book begins with a brief overview of the AI-900 exam, outlining its prerequisites and structure. It then delves into the fundamentals of AI, covering principles of responsible AI, Azure Machine Learning (ML), Azure Cognitive Services, and Bot Services. Each topic is accompanied by practical examples and a practice test to reinforce your learning.

In the next section, you will explore ML fundamental concepts, including model training, validation, and case studies. You will learn how to train and evaluate ML models using Azure Machine Learning Studio and deploy them to Azure services. Additionally, you will gain hands-on experience with popular ML frameworks such as TensorFlow and PyTorch.

Moving on, the book covers Azure Cognitive Services, including Custom Vision, Face, Form Recognizer, Text-to-Speech, and Image Analysis. You will learn how to use these services to perform image and text analysis, recognize faces and forms, generate speech and text, and create custom vision models.

Natural Language Processing (NLP) is another key area covered in the book. You will understand concepts such as text analysis, language modelling, entity recognition, sentiment analysis, speech recognition, and synthesis. You will also learn how to leverage Microsoft Azure for NLP, including using Azure Cognitive Services for text analysis and Azure Bot Services for conversational AI.

By the end of this book, you will have a solid foundation in Azure AI services and be well-prepared for the AI-900 certification examination. Whether you are an Azure and AI user working with ML services or a beginner looking to enter the AI world, this guide will provide you with the knowledge and skills you need to succeed.

So, why wait? Start your journey towards Azure AI Fundamentals certification today with this comprehensive guide!

Weight: 332g
Dimension: 235 x 155 (mm)
ISBN-13: 9781484292204
Edition number: 1st ed.