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This class date is Guaranteed to Run and will not change.This class date is Guaranteed to Run and will not change. This course replaces the following:
AI-100: Designing and Implementing an Azure AI Solution
Module 1: Introduction to AI and AI on Azure
Lessons:
- Introduction to AI
- Getting Started with Azure AI Services
- Using Azure AI Services for enterprise applications
Module 2: Develop computer vision solutions with Azure AI Vision
Lessons:
- Analyze and manipulate images
- Detect and recognize faces
Module 3: Develop natural language processing solutions
Lessons:
- Analyzing and translating text
- Translating Text
- Build a question answering solution
- Build a conversational language understanding app
- Custom classification and named entity extraction
- Speech recognition, synthesis, and translation
Module 4: Develop Generative AI Solutions with Azure OpenAI Service
Lessons:
- Get started with Azure OpenAI Service
- Develop apps with Azure OpenAI Service
- Apply prompt engineering with Azure OpenAI Service
- Use your own data with Azure OpenAI Service
Module 5: Creating a knowledge Mining Solution
Lessons:
- Implementing an Intelligent Search Solution
- Developing Custon Skills for an Enrichment Pipeline
Module 6: Develop solutions with Azure AI Document Intelligence
Lessons:
- Use prebuilt Document Intelligence models
- Train a custom Document Intelligence model
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.
- Describe considerations for AI-enabled application development
- Create, configure, deploy, and secure Azure Cognitive Services
- Develop applications that analyze text