AI-100: Designing and Implementing an Azure AI Solution

Build a customer support chat Bot that use artificial intelligence from the Microsoft Azure platform including language understanding and pre-built AI functionality in the Azure Cognitive Services.

In this official Microsoft Azure AI training course, students will get an introduction to Azure Cognitive Services. During the three-day course they will build a customer support chat Bot that uses artificial intelligence from the Microsoft Azure platform and enhance their Bots with QnA Maker and LUIS (Language Understanding Intelligent Service). Finally, this Azure AI training course will examine integrating Bots and Agents with Azure Cognitive Services for more advanced features.

Što ćete naučiti

Creating Bots
Enhancing Bots with QnA Maker
Learn How to Create Language Understanding Functionality with LUIS
Enhancing Your Bots with LUIS
Integrate Computer Vision with Bots

Kome je namijenjeno

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

Preduvjeti

Azure Fundamentals
Understanding of Azure storage technologies
C# Knowledge

Nastavni plan

Pregledaj

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 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 Language Understanding with Intents and Utterances

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

Preuzmi

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