Название: Microsoft Azure AI Fundamentals Certification Companion: Guide to Prepare for the AI-900 Exam
Автор: Krunal S. Trivedi
Издательство: Apress
Год: 2023
Страниц: 205
Язык: английский
Формат: pdf
Размер: 10.0 MB

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.

The goal of the group of technologies known as “Artificial Intelligence” (AI) is to make intelligent systems that can see, think, and help people. The goal of AI, which stands for “artificial intelligence,” is to give computers abilities that are similar to those of humans. This goal is to make computers that can do things as humans can. If AI is incorporated into the process, businesses will be able to create digital experiences that are intelligent, quick, and helpful to end users. This will give AI the ability to empower businesses.

Artificial Intelligence gives businesses the chance to start over, which has the potential to change not only business processes but also whole industries and the way customers interact with businesses. The Microsoft Azure AI development framework is a powerful tool that can be used for the creation of artificial intelligence solutions in a variety of different fields. Some of these fields are conversational AI, Machine Learning, Data Sciences, robotics, the Internet of Things (IoT), and many more.

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

Who This Book Is For
Azure and AI users working with ML services