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AI-102: Designing and Implementing a Microsoft Azure AI Solution Certification Video Training Course

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  • 142 Students Enrolled
  • 74 Lectures
  • 5 Hours
  • 5.0 Rating
$27.49
$24.99

Curriculum For This Course

  • Plan and Manage an Azure Cognitive Services Solution

    Video Name Time
    1. Overview of Cognitive Services 7:00
    2. Cognitive Services for a Vision Solution 6:00
    3. Cognitive Services for a Language Analysis Solution 5:00
    4. Cognitive Services for a Decision Support Solution 3:00
    5. Cognitive Services for a Speech Solution 3:00

  • Create a Cognitive Services resource

    Video Name Time
    1. Cognitive Services API Overview 3:00
    2. Create a Cognitive Services Account 7:00
    3. Cognitive Service Endpoint and Keys 5:00
    4. Create Alerts for Cognitive Services 4:00
    5. Monitor Metrics for Cognitive Services 4:00
    6. Configure Diagnostics for Cognitive Services 4:00

  • Plan and configure security for a Cognitive Services

    Video Name Time
    1. Cognitive Services Security 6:00
    2. Responsible AI Principles 5:00
    3. Implement a Privacy Policy with Azure Policy 3:00

  • Plan and implement Cognitive Services containers

    Video Name Time
    1. Overview of Containerized Azure Cognitive Services 5:00

  • Implement Computer Vision Solutions

    Video Name Time
    1. Overview of Computer Vision Services 5:00
    2. Identify Tags in an Image 4:00
    3. Retrieve Image Description 2:00
    4. Identify Landmarks and Celebrities 4:00
    5. Identify Brands in Images 2:00
    6. Moderate Adult Content 3:00
    7. Generate Thumbnails 3:00
    8. Computer Vision Service using Visual Studio 2019 and C# 11:00

  • Computer Vision Text and Form Detection

    Video Name Time
    1. *NOTE* Exam Changes July 29, 2021 1:00
    2. Computer Vision Text Detection - Handwritten and OCR 4:00
    3. Computer Vision Form Detection 2:00

  • Extract Facial Information from Images

    Video Name Time
    1. Detect and Match Faces in an Image 6:00
    2. Recognize Faces in an Image 6:00
    3. Extract Facial Attributes 4:00
    4. Face API using Visual Studio 2019 and C# 14:00

  • Image Classification with Custom Vision

    Video Name Time
    1. Create the Custom Vision Service in Azure 4:00
    2. Train a Custom Vision Classification Model in the Portal 8:00
    3. Train a Custom Vision Classification Model using Python SDK 4:00

  • Object Detection with Custom Vision

    Video Name Time
    1. Train a Custom Vision Object Detection Model in the Portal 7:00
    2. Train a Custom Vision Object Detection Model in the SDK 3:00
    3. Custom Vision Object Detection using Visual Studio 2019 and C# 3:00

  • Analyze video by using Video Indexer

    Video Name Time
    1. Overview of the Video Indexer Service 5:00
    2. Video Indexer In Action 6:00

  • Implement Natural Language Processing Solutions

    Video Name Time
    1. Overview of Natural Language Processing Services 3:00
    2. Extract Key Phrases using Text Analytics 3:00
    3. Extract Entity Information using Text Analytics 6:00
    4. Extract Sentiment using Text Analytics 4:00
    5. Detect Language using Text Analytics 2:00
    6. Text Analytics Entity Recognition using Visual Studio 2019 and C# 3:00

  • Manage speech by using the Speech Service

    Video Name Time
    1. Implement Text-to-Speech Using the Speech Service 8:00
    2. Implement Speech-to-Text Using the Speech Service 3:00

  • Translate language

    Video Name Time
    1. Azure Translator Services 5:00
    2. Speech-to-Speech Audio Translation 3:00
    3. Speech-to-Text Translation 2:00

  • LUIS - Language Understanding Service

    Video Name Time
    1. Overview of LUIS 4:00
    2. Using the LUIS Portal - LUIS.ai 10:00
    3. Creating a LUIS App Using the Portal 7:00
    4. Creating a LUIS App Using the SDK 7:00

  • Implement Knowledge Mining Solutions

    Video Name Time
    1. Overview of Azure Cognitive Search 4:00
    2. Implement a Cognitive Search solution 6:00

  • Implement Conversational AI Solutions

    Video Name Time
    1. Overview of QnA Maker 3:00
    2. Create QnA Maker Resource 4:00
    3. Create QnA Maker Knowledgebase 8:00
    4. Edit Knowledgebase 5:00
    5. Create Web Chat Bot for Qna Maker 4:00
    6. Test Chat Bot 5:00
    7. Publish QnA Bot to Channels 3:00

  • Create a bot by using the Bot Framework SDK

    Video Name Time
    1. Overview of the Bot Framework SDK 4:00
    2. Our first Framework Bot - EchoBot 9:00
    3. And our second Bot - WelcomeBot 5:00
    4. Using Bot Dialogs 6:00
    5. Bot Framework Adaptive Cards 6:00
    6. Tracking Events with Application Insights 4:00
    7. Integrating with Other Cognitive Services 5:00

  • Create a bot by using the Bot Framework Composer

    Video Name Time
    1. Overview of Bot Composer 7:00
    2. Test a Bot Composer Chat Bot 2:00
    3. Add Additional Dialogs in Bot Composer 4:00
    4. Test a Bot using Bot Emulator 3:00
    5. Publish a Bot 7:00

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