AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverag Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C# or Python as the programming language.
What Will I Learn From This Course?
Before attending this course, students must have Knowledge of Microsoft Azure and ability to navigate the Azure portal, Knowledge of either C# or Python and Familiarity with JSON and REST programming semantics.
Lectures, visual presentations, hands-on demo files and lab exercises, Q&A.
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.
Course Outline for This Programme
• Introduction to Artificial Intelligence
• Artificial Intelligence in Azure
• Getting Started with Cognitive Services
• Manage and Monitor Cognitive Services Security
• Using Cognitive Services for Enterprise Applications
• Using Cognitive Services Container
• 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
• Create a Bot with the Bot Framework SDK
• Create a Bot with Bot Framework Composer
• Implementing a Conversational Bot
• Analyzing Images
• Analyzing Videos
• Image Classification
• Classify Images with Custom Vision
• Object Detection
• Detect Objects in Images with Custom Vision
• Detecting Faces with the Computer Vision Service
• Using the Face Service
• Detect, Analyze, and Recognize Faces
• Reading text with the Computer Vision Service
• Extracting Information from Forms with the Form Recognizer service
• Implementing an Intelligent Search Solution
• Azure Cognitive Search solution
• Developing Custom Skills for an Enrichment Pipeline
• Custom Skill for Azure Cognitive Search
• Creating a Knowledge Store with Azure Cognitive Search