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AI-901: Introduction to AI in Azure Course

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Fee:  $595

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AI-901: Introduction to AI in Azure Course

 

Special Note to New Hampshire Residents
This course has not yet been approved by the New Hampshire Department of Education. Please contact us for an update on when the class will be available in New Hampshire.

Course Overview

This course introduces fundamental concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. It teaches a mix of AI concepts and technology skills that are considered foundational to a successful career implementing AI solutions on Microsoft Azure.

Who Should Attend?

This course is for aspiring technology professionals at the beginning of their career in AI solution development. Some knowledge of Python coding syntax and programming techniques is useful. Additionally, knowledge of core cloud concepts, including cloud storage, cloud compute, and cloud-based authentication and authorization is recommended.

Course Prerequisites

There are no required prerequisites. Success in this course is supported by:

Experience using computers and the internet
Interest in AI workloads and applications
A basic understanding of math (interpreting charts, simple probability)
Familiarity with fundamental programming concepts (helpful but not required)

Course Outline

Introduction to AI concepts

  • Generative AI and agents
  • Text and natural language
  • Speech
  • Computer vision
  • Information extraction
  • Responsible AI
  • Module assessment

Introduction to generative AI and agents

  • Large language models (LLMs)
  • Prompts
  • AI agents
  • Module assessment

Introduction to natural language processing concepts

  • Tokenization
  • Statistical text analysis.
  • Semantic language models
  • Module assessment

Introduction to AI speech concepts

  • Speech-enabled solutions
  • Speech recognition
  • Speech synthesis
  • Module assessment

Introduction to computer vision concepts

  • Computer vision tasks and techniques
  • Images and image processing
  • Convolutional neural networks
  • Vision transformers and multimodal models
  • Image generation
  • Module assessment

Introduction to AI-powered information extraction concepts

  • Overview of information extraction
  • Optical character recognition (OCR)
  • Field extraction and mapping
  • Module assessment

Get started with AI in Azure

  • Understand Azure
  • Developing AI apps on Azure
  • Microsoft Foundry for AI
  • Using Microsoft Foundry endpoints

Get started with generative AI and agents in Azure

  • Generative AI models
  • Using a generative AI model
  • Creating an agent

Get started with text analysis in Azure

  • Azure Language
  • Azure Language SDK
  • Azure Language MCP
  • Module assessment

Get started with speech in Azure

  • Speech recognition
  • Speech synthesis
  • Creating a speech-capable agent
  • Module assessment

Get started with computer vision in Azure

  • Multimodal models for image analysis
  • Image generation models
  • Video generation models
  • Module assessment

Get started with AI-powered information extraction in Azure

  • Extract information from documents
  • Extract information from audio and video
  • Module assessment

 

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AAI901

Attend hands-on, instructor-led AI-901: Introduction to AI in Azure training classes at ONLC's nationwide locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

For additional training options, check out our list of Azure Courses and select the one that's right for you.

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