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.   

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:

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 Translation

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

Enroll in this course

$2,380.00

Select a start date for your 4 Days course

EventDates

2023-02-13 09:00:00_2023-02-16 17:00:00
2023-06-12 09:00:00_2023-06-15 17:00:00

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