MS-AI-102T00 - Designing and Implementing a Microsoft Azure AI Solution

This course is intended for software developers wanting to build AI infused applications that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework. The course will use C# or Python as the programming language.

Student Testimonials

Instructor did a great job, from experience this subject can be a bit dry to teach but he was able to keep it very engaging and made it much easier to focus. Student
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Instructor was outstanding. Knowledgeable, presented well, and class timing was perfect. Student

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Before attending this course, students must have:
Knowledge of Microsoft Azure and ability to navigate the Azure portal
Knowledge of either C# or Python
Familiarity with JSON and REST programming semantics
To gain C# or Python skills, complete the free Take your first steps with C# or Take your first steps with Python learning path before attending the course.
If you are new to artificial intelligence, and want an overview of AI capabilities on Azure, consider completing the Azure AI Fundamentals certification before taking this one.

Detailed Class Syllabus

Learning Path 1: Prepare for AI engineering

Prepare to develop AI solutions on Azure

Learning Path 2: Provision and manage Azure Cognitive Services

Create and consume Cognitive Services
Secure Cognitive Services
Monitor Cognitive Services
Deploy cognitive services in containers

Learning Path 3: Process and translate text with Azure Cognitive Services

Extract insights from text with the Language service
Translate text with the Translator service

Learning Path 4: Process and Translate Speech with Azure Cognitive Speech Services

Create speech-enabled apps with the Speech service
Translate speech with the speech service

Learning Path 5: Create a Language Understanding solution with Azure Cognitive Services

Build a Language Understanding model
Publish and use a Language Understanding app

Learning Path 6: Build a question answering solution

Build a question answering solution

Learning Path 7: Create conversational AI solutions

Create a bot with the Bot Framework SDK
Create a Bot with the Bot Framework Composer

Learning Path 8: Create computer vision solutions with Azure Cognitive Services

Analyze images
Analyze video
Classify images
Detect objects in images
Detect, analyze, and recognize faces

Learning Path 9: Extract text from images and documents

Read Text in Images and Documents with the Computer Vision Service
Extract data from forms with Form Recognizer

Learning Path 10: Implement knowledge mining with Azure Cognitive Search

Create an Azure Cognitive Search solution
Create a custom skill for Azure Cognitive Search
Create a knowledge store with Azure Cognitive Search
Enrich a search index using Language Studio
Implement advanced search features in Azure Cognitive Search
Build an Azure Machine Learning custom skill for Azure Cognitive Search
Search data outside the Azure platform in Azure Cognitive Search using Azure Data Factory
Maintain an Azure Cognitive Search solution