AI-102-Designing and Implementing a Microsoft Azure AI Solution

Candidates for this exam AI-102-Designing and Implementing a Microsoft Azure AI Solution analyze the requirements for AI solutions, recommend appropriate tools and technologies, and implement solutions that meet scalability and performance requirements.

This course AI-102-Designing and Implementing a Microsoft Azure AI Solution will teach you how to design and implement an Azure AI solution. It 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 includes hands-on activities in which you will use C# or Python to develop AI applications.

  1. Introduction to AI on Azure
    1. Introduction to Artificial Intelligence
    2. Artificial Intelligence in Azure
  2. Developing AI Apps with Cognitive Services
    1. Getting Started with Cognitive Services
    2. Using Cognitive Services for Enterprise Applications
    3. Lab : Get Started with Cognitive Services
    4. Lab : Manage Cognitive Services Security
    5. Lab : Monitor Cognitive Services
    6. Lab : Use a Cognitive Services Container
  3. Getting Started with Natural Language Processing
    1. Analyzing Text
    2. Translating Text
    3. Lab : Analyze Text
    4. Lab : Translate Text
  4. Building Speech-Enabled Applications
    1. Speech Recognition and Synthesis
    2. Speech Translation
    3. Lab : Recognize and Synthesize Speech
    4. Lab : Translate Speech
  5. Creating Language Understanding Solutions
    1. Creating a Language Understanding App
    2. Publishing and Using a Language Understanding App
    3. Using Language Understanding with Speech
    4. Lab : Create a Language Understanding App
    5. Lab : Create a Language Understanding Client Application
    6. Lab : Use the Speech and Language Understanding Services
  6. Building a QnA Solution
    1. Creating a QnA Knowledge Base
    2. Publishing and Using a QnA Knowledge Base
    3. Lab : Create a QnA Solution
  7. Conversational AI and the Azure Bot Service
    1. Bot Basics
    2. Implementing a Conversational Bot
    3. Lab : Create a Bot with the Bot Framework SDK
    4. Lab : Create a Bot with Bot Framework Composer
  8. Getting Started with Computer Vision
    1. Analyzing Images
    2. Analyzing Videos
    3. Lab : Analyze Images with Computer Vision
    4. Lab : Analyze Video with Video Indexer
  9. Developing Custom Vision Solutions
    1. Image Classification
    2. Object Detection
    3. Lab : Classify Images with Custom Vision
    4. Lab : Detect Objects in Images with Custom Vision
  10. Detecting, Analyzing, and Recognizing Faces
    1. Detecting Faces with the Computer Vision Service
    2. Using the Face Service
    3. Lab : Detect, Analyze, and Recognize Faces
  11. Reading Text in Images and Documents
    1. Reading text with the Computer Vision Service
    2. Extracting Information from Forms with the Form Recognizer service
    3. Lab : Read Text in Images
    4. Lab : Extract Data from Forms
  12. Creating a Knowledge Mining Solution
    1. Implementing an Intelligent Search Solution
    2. Developing Custom Skills for an Enrichment Pipeline
    3. Creating a Knowledge Store
    4. Lab : Create an Azure Cognitive Search solution
    5. Lab : Create a Custom Skill for Azure Cognitive Search
    6. Lab : Create a Knowledge Store with Azure Cognitive Search
  • 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: AI-102-Designing and Implementing a Microsoft Azure AI Solution
Course Duration: 4 days
Training Mode: Instructor-Led Online
Fee: Contact Us

The course AI-102-Designing and Implementing a Microsoft Azure AI Solution will be 100% hands-on and you will get access to cloud labs and Microsoft Official Courseware.