AI-900T00 | Microsoft Azure AI Fundamentals
 
This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform. The hands-on exercises in the course are based on Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in the class and to explore topics in more depth.
 
Audience Profile
The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don’t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.
 
Role
AI Engineer
 
Course Outline
Module 1: Microsoft Azure AI Fundamentals: AI Overview
Artificial Intelligence (AI) empowers amazing new solutions and experiences; and Microsoft Azure provides easy to use services to help you get started.
Fundamental AI Concepts
Fundamentals of machine learning
Fundamentals of Azure AI services
Module 2: Microsoft Azure AI Fundamentals: Computer Vision
Computer vision is an area of artificial intelligence (AI) in which software systems are designed to perceive the world visually, through cameras, images, and video. There are multiple specific types of computer vision problem that AI engineers and data scientists can solve using a mix of custom machine learning models and platform-as-a-service (PaaS) solutions - including many AI services in Microsoft Azure.
Fundamentals of Computer Vision
Fundamentals of Facial Recognition
Fundamentals of optical character recognition
Module 3: Microsoft Azure AI Fundamentals: Natural Language Processing
Natural language processing supports applications that can see, hear, speak with, and understand users. Using text analytics, translation, and language understanding services, Microsoft Azure makes it easy to build applications that support natural language.
Fundamentals of Text Analysis with the Language Service
Fundamentals of question answering with the Language Service
Fundamentals of conversational language understanding
Fundamentals of Azure AI Speech
Module 4: Microsoft Azure AI Fundamentals: Document Intelligence and Knowledge Mining
Explore two AI workloads: document intelligence and knowledge mining.
Fundamentals of Azure AI Document Intelligence
Fundamentals of Knowledge Mining and Azure AI Search
Module 5: Microsoft Azure AI Fundamentals: Generative AI
Generative AI is a form of artificial intelligence in which models are trained to generate new original content based on natural language input. In other words, you can describe a desired output in normal everyday language, and the model can respond by creating appropriate text, image, code, and more.
Fundamentals of Generative AI
Introduction to Azure AI Studio
Responsible generative AI in AI Studio
Take this learning path to get started with generative AI. In it, you'll:
Understand how language models form the foundation of generative AI
Describe how Azure AI Studio provides access to the latest generative AI technology
Understand how generative AI applications, such as copilots, support efficiencies
Describe copilot prompts and responses
Describe how Microsoft's responsible AI principles drive ethical AI advancements
 
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