AI : Emulation of human intelligence by a computer
ML : Computer Software is taught to draw conclusions and make predictions

Azure Machine Learning

Training - Package - Validate - Deploy - Monitor - Repeat
Azure provides tools like Notebooks that allow to write code in Python, R
Designer which provides an drag and drop interface for our code
It also managed the Compute resources that are required

Auto ML: An service that allow to use predefined algorithms to see which provides best results
Pipelines: For building complete end to end solution

Machine Learning Workspace: Top Level Service Name
Machine Learning Studio: Web UI