Overview
Description
AI-900: Microsoft Azure AI Fundamentals
Course description
This course introduces fundamental 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, as well as a chance to get certified. This course is intended for anyone with, or without, prior technical knowledge.
Course outline
- Get started with AI on Azure
- Use Automated Machine Learning in Azure Machine Learning
- Create a regression model with Azure Machine Learning designer
- Create a classification model with Azure Machine Learning designer
- Create a clustering model with Azure Machine Learning designer
- Analyze images with the Computer Vision service
- Classify image with the Custom Vision service
- Detect object in images with the Custom Vision service
- Detect and analyze faces with the Face service
- Read text with the Computer Vision service
- Analyze text with the Language service
- Recognize and synthesize speech
- Translate text and speech
- Create a language model with Conversational Language Understanding
- Build a bot with the Language service
Acquired skills and competencies
With this course you are going to be able to:
- Describe Artificial Intelligence workloads and considerations
- Describe fundamental principles of machine learning on Azure
- Choose the most suiting Azure service for you needs
- Describe features of computer vision workloads on Azure
- Describe features of Natural Language Processing (NLP) workloads on Azure