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

This course is designed to teach software developers how to create AI solutions that leverage Azure Cognitive Services, Azure Cognitive Search, and Microsoft Bot Framework to build computer vision, language analysis, knowledge mining, intelligent search, and conversational AI solutions on Azure.

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

Module 1: Introduction to AI on Azure

Introduction to Artificial Intelligence
Artificial Intelligence in Azure

Module 2: Developing AI Apps with Cognitive Services

Getting Started with Cognitive Services
Using Cognitive Services for Enterprise Applications

Module 3: Getting Started with Natural Language Processing

Analyzing Text
Translating Text

Module 4: Building Speech-Enabled Applications

Speech Recognition and Synthesis
Speech Translation

Module 5: Creating Language Understanding Solutions

Creating a Language Understanding App
Publishing and Using a Language Understanding App
Using Language Understanding with Speech

Module 6: Building a QnA Solution

Creating a QnA Knowledge Base
Publishing and Using a QnA Knowledge Base

Module 7: Conversational AI and the Azure Bot Service

Bot Basics
Implementing a Conversational Bot

Module 8: Getting Started with Computer Vision

Analyzing Images
Analyzing Videos

Module 9: Developing Custom Vision Solutions

Image Classification
Object Detection

Module 10: Detecting, Analyzing, and Recognizing Faces

Detecting Faces with the Computer Vision Service
Using the Face Service

Module 11: Reading Text in Images and Documents

Reading text with the Computer Vision Service
Extracting Information from Forms with the Form Recognizer service

Module 12: Creating a Knowledge Mining Solution

Implementing an Intelligent Search Solution
Developing Custom Skills for an Enrichment Pipeline
Creating a Knowledge Store