Designing and Implementing a Microsoft Azure AI Solution

Course duration, academic hours: 32
Total (excl. VAT) 1300,00 €
Course target
Audience

Developers interested in building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework.

At Course Completion
  • 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
Training materials

Microsoft learn environment.

Certification Exam

Kurss palīdz sagatavoties Microsoft sertifikācijas eksāmenam AI-102: Designing and Implementing a Microsoft Azure AI Solution

Kursa apmeklētājiem viens eksāmena kārtošanas mēģinājums bez maksas

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

If you want to get more information about this course, contact us by phone +371 67505091 or send us an e-mail at mrn@bda.lv.