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.
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Audience
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.
Job role: AI Engineer
Prerequisites
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.
Topics
Module 1: Introduction to AI on Azure
Module 2: Developing AI Apps with Cognitive Services
Module 3: Getting Started with Natural Language Processing
Module 4: Building Speech-Enabled Applications
Module 5: Creating Language Understanding Solutions
Module 6: Building a QnA Solution
Module 7: Conversational AI and the Azure Bot Service
Module 8: Getting Started with Computer Vision
Module 9: Developing Custom Vision Solutions
Module 10: Detecting, Analyzing, and Recognizing Faces
Module 11: Reading Text in Images and Documents
Module 12: Creating a Knowledge Mining Solution
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