AI-102 Designing and Implementing an Azure AI Solution
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#, Python, or JavaScript as the programming language.
Target 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#, Python, or JavaScript 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 objectives
- Create, configure, deploy, and secure Azure Cognitive Services
- Integrate speech services
- Integrate text analytics
- Create language understanding capabilities with LUIS
- Create and manage Azure Cognitive Search solutions
- Create intelligent agents using the Bot Framework
- Implment Computer Vision solutions
Prerequisites
- Knowledge of Microsoft Azure and ability to navigate the Azure portal
- Knowledge of either C#, Python, or JavaScript
Agenda
Module 1: Create and Manage Azure Cognitive Services
- Create and Manage Cognitive Service Accounts
- Secure Cognitive Services
- Deploy and Consume Cognitive Services Containers
Module 2: Implement Computer Vision Solutions
- Identify Faces and Expressions by using the Computer Vision API
- Process Images with the Computer Vision Service
- Evaluate Requirements for Implementing the Custom Vision APIs
- Classify Images with the Microsoft CUstomg Vision Service
- Extract Insights from Videos with the Video Indexer Service
Module 3: Implement Language Analysis Solutions
- Add Basic Conversational Intelligence to your App by using Language Understanding
- Manage you Language Understanding Service
- Use Containers for your Language Understanding Service
- Discover Sentiment in Text with the Text Analytics API
- Recognize Entities in Text with the Text Analytics API
- Extract Key Phrases from Text with the Text Analytics API
- Detect Language with the Text Analytics API
Module 4: Implement Knowledge Mining Solutions
- Create an Azure Cognitive Search Solution
- Create an Enrichment Pipeline with Azure Cognitive Search
- Create a Knowledge Store with Azure Cognitive Search
Module 5: Implement Conversational AI Solutions
- Build a Chat Bot in the Azure Portal
- Design a Bot Conversation Flow
- Create a Bot with the Bot Framework Composer
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