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.

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* Actual course outline may vary depending on offering center. Contact your sales representative for more information.

Learning 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

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

Audience

Software engineers concerned with building, managing and deploying AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework will benefit from this course. 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.

Language

English

Prerequisites

Knowledge of Microsoft Azure and ability to navigate the Azure portal Knowledge of either C# or Python Familiarity with JSON and REST programming semantics

$2,495

Length: 4.0 days (32 hours)

Level:

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