Designing and Implementing a Microsoft Azure AI Solution
Description
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.
Intended 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.
Topics
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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