AI100 Designing and Implementing an Azure AI Solution

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      About this course

       

      Gain the necessary knowledge for designing Azure AI solution by building a customer support chat Bot using artificial intelligence from the Microsoft Azure platform including language understanding and pre-built AI functionality in the Azure Cognitive Services.

       

      Duration

       

      24 hs

       

      Audience Profile

       

      This course is aimed at Cloud Solution Architects, Azure artificial intelligence designers, and AI developers.

       

      Prerequisites

       

      Before attending this course, students must have:

      • Azure Fundamentals
      • Understanding of Azure storage technologies
      • C# Knowledge

       

       

      Course Outline

       

      Module 1: Introducing Azure Cognitive Services

      The student will learn about the available Cognitive Services on Microsoft Azure and their role in architecting AI solutions.

      Lessons

      • Overview of Azure Cognitive Services
      • Creating a Cognitive Service on the Azure Portal
      • Access and Test a Cognitive Service

       

      Module 2: Creating Bots

      The student will learn about the Microsoft Bot Framework and Bot Services.

      Lessons

      • Introducing the Bot Service
      • Creating a Basic Chat Bot
      • Testing with the Bot Emulator

       

      Module 3: Enhancing Bots with QnA Maker

      The student will learn about the QnA Maker and how to integrate Bots and QnA Maker to build up a useful knowledge base for user interactions.

      Lessons

      • Introducing QnA Maker
      • Implement a Knowledge Base with QnA Maker
      • Integrate QnA with a Bot

       

      Module 4: Learn How to Create Language Understanding Functionality with LUIS

      The student will learn about Language Understanding with Intents and Utterances (LUIS) and how to create intents and utterances to support a natural language processing solution.

      Lessons

      • Introducing Language Understanding
      • Create a new LUIS Service
      • Build LUIS

       

      Module 5: Enhancing Your Bots with LUIS

      The student will learn about integrating LUIS with a Bot to better understand the users’ intentions when interacting with the Bot.

      Lessons

      • Overview of language understanding for AI applications
      • Integrate LUIS and Bot to create an AI-based solution

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

       

      Module 6: Integrate Cognitive Services with Bots and Agents

      The student will learn about integrating Bots and Agents with Azure Cognitive Services for advanced features such as sentiment analysis, image and text analysis, and OCR and object detection.

      Lessons

      • Understand Cognitive Services for Bot Interactions
      • Perform Sentiment Analysis for your Bot with Text Analytics
      • Detect Language in a Bot with the Language Cognitive Services
      • Integrate Computer Vision with Bots.

       

      15 marzo, 2021

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