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. This course is preparatory to the Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution valid for Microsoft Certified: Azure AI Engineer Associate
Module 1: Introduction to AI on Azure
• Introduction to Artificial Intelligence
• Artificial Intelligence in Azure
Module 2: Developing AI Apps with Cognitive Services
• Getting Started with Cognitive Services
• Using Cognitive Services for Enterprise Applications
Module 3: Getting Started with Natural Language Processing
• Analyzing Text
• Translating Text
Module 4: Building Speech-Enabled Applications
• Speech Recognition and Synthesis
• Speech Translation
Module 5: Creating Language Understanding Solutions
• Creating a Language Understanding App
• Publishing and Using a Language Understanding App
• Using Language Understanding with Speech
Module 6: Building a QnA Solution
• Creating a QnA Knowledge Base
• Publishing and Using a QnA Knowledge Base
Module 7: Conversational AI and the Azure Bot Service
• Bot Basics
• Implementing a Conversational Bot
Module 8: Getting Started with Computer Vision
• Analyzing Images
• Analyzing Videos
Module 9: Developing Custom Vision Solutions
• Image Classification
• Object Detection
Module 10: Detecting, Analyzing, and Recognizing Faces
• Detecting Faces with the Computer Vision Service
• Using the Face Service
Module 11: Reading Text in Images and Documents
• Reading text with the Computer Vision Service
• Extracting Information from Forms with the Form Recognizer service
Module 12: Creating a Knowledge Mining Solution
• Implementing an Intelligent Search Solution
• Developing Custom Skills for an Enrichment Pipeline
• Creating a Knowledge Store
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