Programming & Development

AI-102T00 Designing and Implementing an Azure AI Solution

Introduction:

This course is designed to teach software developers how to create AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.   

Who Should Attend
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.   

Course Objectives
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

Course Outline:

Introduction to Artificial Intelligence
Artificial Intelligence in Azure
Getting Started with Cognitive Services
Using Cognitive Services for Enterprise Applications
Speech Recognition and Synthesis
Speech Translation
Creating a Language Understanding App
Publishing and Using a Language Understanding App
Using Language Understanding with Speech
Creating a QnA Knowledge Base
Publishing and Using a QnA Knowledge Base
Bot Basics
Implementing a Conversational Bot
Analyzing Images
Analyzing Videos
Image Classification
Object Detection
Detecting Faces with the Computer Vision Service
Using the Face Service
Reading text with the Computer Vision Service
Extracting Information from Forms with the Form Recognizer service
Implementing an Intelligent Search Solution
Developing Custom Skills for an Enrichment Pipeline
Creating a Knowledge Store

Enroll in this course

$1,785.00

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