MS/AI-102 : Designing and Implementing a Microsoft Azure AI Solution

Module 1: Introduction to AI on Azure

• Lesson
• Introduction to Artificial Intelligence
• Artificial Intelligence in Azure
• Lab : Validate lab environment

Module 2: Developing AI Apps with Cognitive Services

• Lesson
• Getting Started with Cognitive Services
• Using Cognitive Services for Enterprise Applications
• Lab : Get Started with Cognitive Services
• Lab : Manage Cognitive Services Security
• Lab : Monitor Cognitive Services
• Lab : Use a Cognitive Services Container

Module 3: Getting Started with Natural Language Processing

• Lesson
• Analyzing Text
• Translating Text
• Lab : Analyze Text
• Lab : Translate Text

Module 4: Building Speech-Enabled Applications

• Lesson
• Speech Recognition and Synthesis
• Speech Translation
• Lab : Recognize and Synthesize Speech
• Lab : Translate Speech

Module 5: Creating Language Understanding Solutions

• Lesson
• Creating a Language Understanding App
• Publishing and Using a Language Understanding App
• Using Language Understanding with Speech
• Lab : Create a Language Understanding App
• Lab : Create a Language Understanding Client Application
• Lab : Use the Speech and Language Understanding Services

Module 6: Building a QnA Solution

• Lesson
• Creating a QnA Knowledge Base
• Publishing and Using a QnA Knowledge Base
• Lab : Create a QnA Solution

Module 7: Conversational AI and the Azure Bot Service

• Lesson
• Bot Basics
• Implementing a Conversational Bot
• Lab : Create a Bot with the Bot Framework SDK
• Lab : Create a Bot with Bot Framework Composer

Module 8: Getting Started with Computer Vision

• Lesson
• Analyzing Images
• Analyzing Videos
• Lab : Analyze Images with Computer Vision
• Lab : Analyze Video with Video Indexer

Module 9: Developing Custom Vision Solutions

• Lesson
• Image Classification
• Object Detection
• Lab : Classify Images with Custom Vision
• Lab : Detect Objects in Images with Custom Vision

Module 10: Detecting, Analyzing, and Recognizing Faces

• Lesson
• Detecting Faces with the Computer Vision Service
• Using the Face Service
• Lab : Detect, Analyze, and Recognize Faces

Module 11: Reading Text in Images and Documents

• Lesson
• Reading text with the Computer Vision Service
• Extracting Information from Forms with the Form Recognizer service
• Lab : Read Text in Images
• Lab : Extract Data from Forms

Module 12: Creating a Knowledge Mining Solution

• Lesson
• Implementing an Intelligent Search Solution
• Developing Custom Skills for an Enrichment Pipeline
• Creating a Knowledge Store
• Lab : Create an Azure Cognitive Search solution
• Lab : Create a Custom Skill for Azure Cognitive Search
• Lab : Create a Knowledge Store with Azure Cognitive Search