Exam Tips: Microsoft Azure AI Fundamentals (AI-900)
1h 27mIntermediate2020-10-06
Authors
Emilio Melo
Cloud solutions architect with 20+ years of IT experience
Course details
Artificial intelligence is no longer science fiction. AI technologies are available right now, making formerly impossible endeavors feasible. In this course, learn about the features of Microsoft Azure AI and get an overview of the concepts covered in the AI-900 certification exam. Explore AI, machine learning, and data science. Emilio Melo discusses cognitive services, computer vision image analysis, natural language processing (NLP), speech APIs, and more.
Skills covered
Data EngineeringArtificial Intelligence FoundationsAzureData AnalysisNetwork AdministrationCloud PlatformsCert PrepArtificial Intelligence (AI)Network and System AdministrationCloud ComputingData ScienceBusiness Analysis and StrategyBusiness Software and ToolsMicrosoft
Concepts
0. Introduction
- 01 - The world is changing because of AI
- 02 - The AI-900 certification and exam
1. Artificial Intelligence in Azure
- 03 - AI overview
- 04 - Cognitive Services
- 05 - The Microsoft responsible AI principles
2. Vision
- 06 - Computer Vision
- 07 - The Face API
- 08 - Form Recognizer and Ink Recognizer
- 09 - Custom Vision
- 10 - Vision Cognitive Services
- 11 - Vision - Additional resources
3. Natural Language Processing
- 12 - Natural language processing (NLP)
- 13 - Speech APIs
- 14 - Speech Services and Speech Studio
- 15 - Language services
- 16 - NLP Cognitive Services
- 17 - NLP - Additional resources
4. Creating Bots
- 18 - Conversational AI
- 19 - Bot Framework
- 20 - Demo - Bot Framework
- 21 - Conversational AI - Additional resources
5. Working with Machine Learning Solutions
- 22 - Introduction to machine learning
- 23 - Classification models on Azure ML
- 24 - Create a custom Azure ML resource
- 25 - Automated machine learning
- 26 - Azure ML - Additional resources