AI-102T00 Designing and Implementing a Microsoft Azure AI Solution
E-Learning
Description
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.
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.
Describe considerations for AI-enabled application development
Create, configure, deploy, and secure Azure Cognitive Services
Develop applications that analyze text
Develop speech-enabled applications
Create applications with natural language understanding capabilities
Create QnA applications
Create conversational solutions with bots
Use computer vision services to analyze images and videos
Create custom computer vision models
Develop applications that detect, analyze, and recognize faces
Develop applications that read and process text in images and documents
Create intelligent search solutions for knowledge mining
Create, configure, deploy, and secure Azure Cognitive Services
Develop applications that analyze text
Develop speech-enabled applications
Create applications with natural language understanding capabilities
Create QnA applications
Create conversational solutions with bots
Use computer vision services to analyze images and videos
Create custom computer vision models
Develop applications that detect, analyze, and recognize faces
Develop applications that read and process text in images and documents
Create intelligent search solutions for knowledge mining
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.
| Lesson Id | Title | Description |
|---|---|---|
| 1 | Introduction to AI on Azure |
Introduction to Artificial Intelligence Artificial Intelligence in Azure |
| 2 | Developing AI Apps with Cognitive Services |
Getting Started with Cognitive Services Using Cognitive Services for Enterprise Applications |
| 3 | Getting Started with Natural Language Processing |
Analyzing Text Translating Text |
| 4 | Building Speech-Enabled Applications |
Speech Recognition and Synthesis Speech Translatio |
| 5 | Creating Language Understanding Solutions |
Creating a Language Understanding App Publishing and Using a Language Understanding App Using Language Understanding with Speech |
| 6 | Building a QnA Solution |
Creating a QnA Knowledge Base Publishing and Using a QnA Knowledge Base |
| 7 | Conversational AI and the Azure Bot Service |
Bot Basics Implementing a Conversational Bot |
| 8 | Getting Started with Computer Vision |
Analyzing Images Analyzing Videos |
| 9 | Developing Custom Vision Solutions |
Image Classification Object Detection |
| 10 | Detecting, Analyzing, and Recognizing Faces |
Detecting Faces with the Computer Vision Service Using the Face Service |
| 11 | Reading Text in Images and Documents |
Reading text with the Computer Vision Service Extracting Information from Forms with the Form Recognizer service |
| 12 | Creating a Knowledge Mining Solution |
Implementing an Intelligent Search Solution Developing Custom Skills for an Enrichment Pipeline Creating a Knowledge Store |
Self-Paced
Free
This course includes: :
Full lifetime access