Designing and Implementing an Azure AI Solution (AI-102)


Course Number: MOC-AI-102

Duration: 4 days (26 hours)

Format: Live, hands-on

Azure AI Training Overview

This official Microsoft Course, AI-102: Designing and Implementing an Azure AI Solution training, teaches attendees how to design an Azure Artificial Intelligence solution. Attendees learn how to build a customer support chatbot using artificial intelligence on the Microsoft Azure platform, including language understanding and pre-built AI functionality in Azure Cognitive Services.

Location and Pricing

Accelebrate offers instructor-led enterprise training for groups of 3 or more online or at your site. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for private corporate training on-site or online, please contact us.

In addition, some Microsoft courses are available as live, online classes for individuals.

Objectives

All students will learn how to:

  • Describe considerations for AI-enabled application development
  • Create, configure, deploy, and secure Azure Cognitive Services
  • Develop applications that analyze text
  • Develop speech-enabled applications
  • Create applications with natural language understanding capabilities
  • Create QnA applications
  • Create conversational solutions with bots
  • Use computer vision services to analyze images and videos
  • Create custom computer vision models
  • Develop applications that detect, analyze, and recognize faces
  • Develop applications that read and process text in images and documents
  • Create intelligent search solutions for knowledge mining

Prerequisites

  • Knowledge of Microsoft Azure and ability to navigate the Azure portal
  • Knowledge of either C# or Python
  • Familiarity with JSON and REST programming semantics

Outline

Expand All | Collapse All

Introduction to AI on Azure
  • Introduction to Artificial Intelligence
  • Artificial Intelligence in Azure
Developing AI Apps with Cognitive Services
  • Getting Started with Cognitive Services
  • Using Cognitive Services for Enterprise Applications
Getting Started with Natural Language Processing
  • Analyzing Text
  • Translating Text
Building Speech-Enabled Applications
  • Speech Recognition and Synthesis
  • Speech Translation
Creating Language Understanding Solutions
  • Creating a Language Understanding App
  • Publishing and Using a Language Understanding App
  • Using Language Understanding with Speech
Building a QnA Solution
  • Creating a QnA Knowledge Base
  • Publishing and Using a QnA Knowledge Base
Conversational AI and the Azure Bot Service
  • Bot Basics
  • Implementing a Conversational Bot
Getting Started with Computer Vision
  • Analyzing Images
  • Analyzing Videos
Developing Custom Vision Solutions
  • Image Classification
  • Object Detection
Detecting, Analyzing, and Recognizing Faces
  • Detecting Faces with the Computer Vision Service
  • Using the Face Service
Reading Text in Images and Documents
  • Reading text with the Computer Vision Service
  • Extracting Information from Forms with the Form Recognizer service
Creating a Knowledge Mining Solution
  • Implementing an Intelligent Search Solution
  • Developing Custom Skills for an Enrichment Pipeline
  • Creating a Knowledge Store
Conclusion

Training Materials:

All Microsoft AI Azure training students receive Microsoft official courseware.

Software Requirements:

Attendees will not need to install any software on their computer for this class. The class will be conducted in a remote environment that Accelebrate will provide; students will only need a local computer with a web browser with a stable Internet connection. Any recent version of Microsoft Edge, Mozilla Firefox, or Google Chrome will be fine.



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