You're reading from 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 exam

Product type Paperback

Published in May 2024

Publisher Packt

ISBN-13 9781835885666

Length 288 pages

Edition 1st Edition

Languages

Python

Tools

Azure

Concepts

Artificial Intelligence

Authors (2):

Steve Miles

Aaron Guilmette

View More author details

Table of Contents (20) Chapters

Preface

1. Part 1: Identify Features of Common AI Workloads FREE CHAPTER

2. Chapter 1: Identify Features of Common AI Workloads

3. Chapter 2: Identify the Guiding Principles for Responsible AI

4. Part 2: Describe the Fundamental Principles of Machine Learning on Azure

5. Chapter 3: Identify Common Machine Learning Techniques

6. Chapter 4: Describe Core Machine Learning Concepts

7. Chapter 5: Describe Azure Machine Learning Capabilities

8. Part 3: Describe Features of Computer Vision Workloads on Azure

9. Chapter 6: Identify Common Types of Computer Vision Solutions

10. Chapter 7: Identify Azure Tools and Services for Computer Vision Tasks

11. Part 4: Describe Features of Natural Language Processing (NLP) Workloads on Azure

12. Chapter 8: Identify Features of Common NLP Workload Scenarios

13. Chapter 9: Identify Azure Tools and Services for NLP Workloads

14. Part 5: Describe Features of Generative AI Workloads on Azure

15. Chapter 10: Identify Features of Generative AI Solutions

16. Chapter 11: Identify Capabilities of Azure OpenAI Service

17. Chapter 12: Accessing the Online Practice Resources

18. Index

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Identify Features of Common AI Workloads

Welcome to the world of artificial intelligence (AI)!

When you think of AI, what comes to mind? If you’ve watched sci-fi movies, your mind might conjure images of walking and talking human-like androids from movies such as Blade Runner or Terminator. Or perhaps you think of just a voice, such as the HAL 9000 in 2001: A Space Odyssey or Tony Stark’s seemingly all-knowing computational butler, Jarvis, as featured in Iron Man.

While that future is still a ways off, there are some pretty amazing things that AI can do right now. Artificial intelligence is software technology that imitates certain human capabilities, such as interpreting images and language or predicting outcomes of scenarios based on historical data and patterns.

In this book, you’ll learn about the broad range of AI technologies and capabilities that are available inside the Microsoft Azure platform. And, throughout this book, you’ll be exposed...