Designing and Implementing an Azure AI Solution (AI-102)

Azure AI Training Overview

This official Microsoft Course, AI-102: Designing and Implementing an Azure AI Solution training, teaches attendees how to build AI-infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. This Azure AI course uses C# or Python as the programming language and prepares students for the AI-102 exam, for which every attendee receives a voucher.

Location and Pricing

Accelebrate offers instructor-led enterprise training for groups of 3 or more online or at your site. Most Accelebrate classes can be flexibly scheduled for your group, including delivery in half-day segments across a week or set of weeks. To receive a customized proposal and price quote for private corporate training on-site or online, please contact us.

In addition, some courses are available as live, instructor-led training from one of our partners.

Objectives

• Understand core concepts and principles of AI development and the capabilities of Azure services used in AI solutions
• Add AI capabilities into applications and create and consume these services
• Prevent data loss and privacy violations for user data
• Monitor Azure AI Services to track utilization, determine trends, and detect and troubleshoot issues
• Understand container support in Azure AI Services
• Create intelligent apps and services that extract semantic information from text
• Create intelligent apps and services that can translate text between languages
• Build speech-enabled applications
• Provision Azure resources for speech translation
• Train a model that apps can use to extract meaning from natural language
• Create an Azure AI Language Understanding app
• Build applications in which users ask questions using natural language and receive appropriate answers
• Build a bot by using the Microsoft Bot Framework SDK
• User the Bot Framework Composer to build sophisticated conversational bots without writing code
• Translate text with the Translator service
• Create a speech-enabled app
• Use the Azure AI Vision service with pre-trained models to analyze images and extract insights and information from them
• Use Azure Video Indexer widgets and APIs
• Use the Azure AI Custom Vision services to train a model that classifies images based on your categorizations.
• Use Azure AI Custom Vision to train a model to detect specific classes of objects in images
• Identify options for face detection, analysis, and identification
• Use the Read API for optical character recognition (OCR)
• Use the Azure Document Intelligence Azure AI service
• Create an Azure Cognitive Search solution
• Implement a custom skill for Azure Cognitive Search
• Create a knowledge store from an Azure Cognitive Search pipeline

Prerequisites

• Knowledge of Microsoft Azure and ability to navigate the Azure portal
• Knowledge of either C# or Python
• Familiarity with JSON and REST programming semantics

Outline

Training Materials

All Microsoft AI Azure training students receive Microsoft official courseware.

For all Microsoft Official Courses taught in their entirety that have a corresponding certification exam, an exam voucher is included for each participant.

Software Requirements

Attendees will not need to install any software on their computer for this class. The class will be conducted in a remote environment that Accelebrate will provide; students will only need a local computer with a web browser and a stable Internet connection. Any recent version of Microsoft Edge, Mozilla Firefox, or Google Chrome will be fine.