Artificial Intelligence in Azure
What is Artificial Intelligence?
Common Artificial Intelligence Workloads
Artificial Intelligence in Microsoft Azure
Challenges and Risks with AI
Principles of Responsible AI
Introduction to machine learning
What is machine learning?
Regression, Classification, Clustering
Azure Machine Learning
What is Azure Machine Learning?
Automated Machine Learning
Azure Machine Learning designer
Computer Vision Concepts
What is Computer Vision?
Applications of Computer Vision
Computer Vision in Azure
Image Analysis with the Computer Vision Service
Training Models with the Custom Vision Service
Analyzing Faces with the Face Service
Reading Text with the Computer Vision Service
Analyzing Forms with the Form Recognizer Service
Demo on how to work with Azure Machine Learning designer
Introduction to Natural Language Processing
What is Natural Language Processing?
Natural Language Processing in Azure
Using Natural Language Processing Services
Speech Recognition and Synthesis
Demo on how to work with Azure Cognitive Services APIs