AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C# or Python as the programming language.
Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.
Before attending this course, students must have:
Knowledge of Microsoft Azure and ability to navigate the Azure portal
Knowledge of either C# or Python
Familiarity with JSON and REST programming semantics
To gain C# or Python skills, complete the free Take your first steps with C# or Take your first steps with Python learning path before attending the course.
If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals certification before taking this one.
Introduction to Artificial Intelligence
Artificial Intelligence 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
Using Language Understanding with Speech
Creating a QnA Knowledge Base
Publishing and Using a QnA Knowledge Base
Bot Basics
Implementing a Conversational 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
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