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
Introduction
Prepare to develop AI solutions on Azure
Create and consume Azure AI Services
Secure Azure AI Services
Monitor Azure AI Services
Deploy Azure AI services in containers
Extract insights from text with the Azure AI Language service
Translate text with the Azure AI Translator service
Create speech-enabled apps with Azure AI services
Translate speech with the Azure AI Speech service
Build a conversational language understanding model
Publish and use an Azure AI Language Understanding app
Build a question answering solution
Create a bot with the Bot Framework SDK
Create a Bot with the Bot Framework Composer
Analyze images
Analyze video
Classify images
Detect objects in images
Detect, analyze, and recognize faces
Read Text in Images and Documents with the Azure AI Vision Service
Extract data from forms with Azure Document Intelligence
Create an Azure Cognitive Search solution
Create a custom skill for Azure Cognitive Search
Create a knowledge store with Azure Cognitive Search
Conclusion
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 computers 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 work well.
