This learning path helps prepare you for Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution.
Module 1: Introduction to AI on Azure
- Introduction to Artificial Intelligence
- Artificial Intelligence in Azure
Module 2: Developing AI Apps with Cognitive Services
Cognitive Services are the core building blocks for integrating AI capabilities into your apps. In this module, you'll learn how to provision, secure, monitor, and deploy cognitive services.
- Getting Started with Cognitive Services
- Using Cognitive Services for Enterprise Applications
After completing this module, students will be able to:
- Provision and consume cognitive services in Azure
- Manage cognitive services security
- Monitor cognitive services
- Use a cognitive services container
Module 3: Getting Started with Natural Language Processing
- Analyzing Text
- Translating Text
After completing this module, students will be able to:
- Use the Text Analytics cognitive service to analyze text
- Use the Translator cognitive service to translate text
Module 4: Building Speech-Enabled Applications
- Speech Recognition and Synthesis
- Speech Translation
After completing this module, students will be able to:
- Use the Speech cognitive service to recognize and synthesize speech
- Use the Speech cognitive service to translate speech
Module 5: Creating Language Understanding Solutions
- Creating a Language Understanding App
- Publishing and Using a Language Understanding App
- Using Language Understanding with Speech
After completing this module, students will be able to:
- Create a Language Understanding app
- Create a client application for Language Understanding
- Integrate Language Understanding and Speech
Module 6: Building a QnA Solution
- Creating a QnA Knowledge Base
- Publishing and Using a QnA Knowledge Base
After completing this module, students will be able to:
- Use QnA Maker to create a knowledge base
- Use a QnA knowledge base in an app or bot
Module 7: Conversational AI and the Azure Bot Service
- Bot Basics
- Implementing a Conversational Bot
After completing this module, students will be able to:
- Use the Bot Framework SDK to create a bot
- Use the Bot Framework Composer to create a bot
Module 8: Getting Started with Computer Vision
- Analyzing Images
- Analyzing Videos
After completing this module, students will be able to:
- Use the Computer Vision service to analyze images
- Use Video Indexer to analyze videos
Module 9: Developing Custom Vision Solutions
- Image Classification
- Object Detection
After completing this module, students will be able to:
- Use the Custom Vision service to implement image classification
- Use the Custom Vision service to implement object detection
Module 10: Detecting, Analyzing, and Recognizing Faces
- Detect faces with the Computer Vision service
- Detect, analyze, and recognize faces with 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
After completing this module, students will be able to:
- Use the Computer Vision service to read text in images and documents
- Use the Form Recognizer service to extract data from digital forms
Module 12: Creating a Knowledge Mining Solution
- Implementing an Intelligent Search Solution
- Developing Custom Skills for an Enrichment Pipeline
- Creating a Knowledge Store
After completing this module, students will be able to:
- Create an intelligent search solution with Azure Cognitive Search
- Implement a custom skill in an Azure Cognitive Search enrichment pipeline
- Use Azure Cognitive Search to create a knowledge store