Introduction to AI in Azure
AUDIENCE PROFILE
The Introduction to AI in Azure 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.
About the course
COURSE OUTLINE
Module 1: Introduction to AI in Azure
This course introduces core concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.
- Curious about aIntroduction to AI concepts
- Introduction to machine learning concepts
- Describe core concepts of machine learning
- Identify different types of machine learning
- Describe considerations for training and evaluating machine learning models
- Describe core concepts of deep learning and Transformers
- Get started with machine learning in Azure
- Design a solution to get and prepare data.
- Choose a service and compute to train a model.
- Prepare for model deployment options.
- Introduction to generative AI concepts
- Understand what generative AI can do and how it appears in today’s applications.
- Understand how language models can understand and generate language.
- Describe ways you can engineer good prompts and quality responses.
- Describe responsible generative AI concepts.
- Get started with generative AI in Azure
- Introduction to natural language processing concepts
- Get started with natural language processing in Azure
- Get started with speech in Azure
- Learn about speech recognition and synthesis
- Learn how to use Azure AI Speech
- Introduction to computer vision concepts
- Get started with computer vision in Azure
- Introduction to AI-powered infoxrmation extraction concepts
- Get started with AI-powered information extraction in Azure
- Identify Azure AI services for information extraction
- Describe Azure AI Vision information extraction capabilities
- Describe Azure AI Content Understanding information extraction capabilities
- Describe Azure AI Document Intelligence information extraction capabilities
- Describe Azure AI Search information extraction capabilities
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Schedule
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