QUALITIA
EXAM AI-100 Designing and Implementing an Azure AI Solution 3-Days Workshop - Summary
Microsoft Training Workshop Summary presented by Qualitia - https://www.Qualitia.com
Workshop page: https://www.qualitia.com/bookings-checkout/ai-100-3-days-workshop
Microsoft Marketplace: https://azuremarketplace.microsoft.com/en-ca/marketplace/consulting-services/qualitiaenergy1582667544726.ai_100_designing_and_implementing_an_azure_ai_3day
Contact us for flexible scheduling based on your needs, group rates, and find out more!
Prerequisites
Before attending this course, students must have:
Azure Fundamentals
Understanding of Azure storage technologies
C# Knowledge
Course Duration: 3 Days
Audience Profile
This course is aimed at Cloud Solution Architects, Azure artificial intelligence designers, and AI developers.
Skills Measured:
Analyze solution requirements (25-30%)
Design AI solutions (40-45%)
Implement and monitor AI solutions (25-30%)
Module 1: Introducing Azure Cognitive Services
Azure Cognitive Services are APIs, SDKs, and services available to help developers build intelligent applications without having direct AI or data science skills or knowledge.
By the end of this module you will understand about Vision APIs, Speech APIs, language APIs, Search APIs, decision APIs, Subscription management, Upgrade to unlock limits, Regional availability, Supported cultural languages, securing resources, Container support. You will also learn how to create a new Azure Cognitive Services resource, Get the keys for your resource, Configure an environment variable for authentication, accessing, and testing a Cognitive Service.
Lessons
Overview of Azure Cognitive Services
Creating a Cognitive Service on the Azure Portal
Access and Test a Cognitive Service
Module 2: Creating Bots
In this module, you will learn about what is a bot, how to build a bot, and how to test it with a bot emulator.
Lessons
Introducing the Bot Service
Module 3: Enhancing Bots with QnA Maker
Module 4: Learn How to Create Language Understanding Functionality with LUIS
Module 5: Enhancing Your Bots with LUIS
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. You will learn about different cognitive service API’s for language understanding, knowledge extraction, Speech recognition and conversion, web search, image, and video understanding. Then you will learn how to perform sentiment Analysis for bot with text analytics and detect the language in a Bot using API. Finally, you will learn how to integrate computer Vision with bots.
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
In this module, you 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
The student will learn about LUIS and how to create intents and utterances to support a natural language processing solution. You will learn how to create the LUIS app in the Azure portal, obtain values to connect to our LUIS app, Configure our bot to use the LUIS app, and test the bot. You will also learn about best practices for building a Language Understanding (LUIS app) app and Finally you will learn how to Build the LUIS app with intents and utterances.
Lessons
Introducing Language Understanding
Create a new LUIS Service
Build Language Understanding with Intents and Utterances
In this module, you will understand What is the QnA Maker service, When to use it, how to Use the QnA Maker knowledge base in a chatbot and integrate QnA with a Bot.
Lessons
Introducing QnA Maker
Implement a Knowledge Base with QnA Maker
Integrate QnA with a Bot
Creating a Basic Chat Bot
Testing with the Bot Emulator