Designing and Implementing a Microsoft Azure AI Solution
This training is intended for software developers who want to build AI-integrated applications using Azure Cognitive Services, Azure Cognitive Search, and the Microsoft Bot Framework. During the training the C# or Python programming language will be used.
Uldis Doniņš
Course target
Improving knowledge and skills on the practical integration of Azure AI services (Azure Cognitive Services, Azure Cognitive Search and Microsoft Bot Framework) into applications being developed.
Audience
Developers who are interested in building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework.
At Course Completion you will be able 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.
Training materials
Training materials available on Microsoft Learn environment.
Certification Exam
AI-102: Designing and Implementing a Microsoft Azure AI Solution certification exam (the exam fee is already included in the course price).
Course outline
- Introduction to AI.
- AI in Azure.
- Getting Started with Cognitive Services.
- Using Cognitive Services for Enterprise Applications.
- Analyzing Text.
- Translating Text.
- Speech Recognition and Synthesis.
- Speech Translation.
- Creating a Language Understanding App.
- Publishing and Using a Language Understanding App.
- Creating a QnA Knowledge Based Publishing.
- Using a QnA Knowledge Base.
- Bot Basics.
- Implementing a Bot.
- Analyzing Images.
- Analyzing Videos.
- Image Classification.
- Object Detection.
- Detecting Faces with the Computer Vision Service.
- Using the Face Service.
- Reading text with the Computer Vision Service.
- Extracting Information from Forms with the Form Recognizer service.
- 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 an e-mail at mrn@bda.lv.
