Azure Machine Learning Service
Overview of Azure Machine Learning Service
Creating an Azure Machine Learning Workspace
Managing Datasets in Azure ML
Experimentation with Azure ML
Data Preparation and Feature Engineering
Data Preprocessing in Azure ML
Feature Engineering Techniques
Data Transformation Pipelines
Building Machine Learning Models
Choosing the Right Algorithm
Model Training and Evaluation
Deployment of Machine Learning Models
Model Deployment Options
Deploying Models as Web Services
Model Monitoring and Management
Cognitive Services
Introduction to Azure Cognitive Services
Vision API
Speech API
Language Understanding (LUIS)
Natural Language Processing (NLP) with Azure
Text Analytics
Language Translation
Chatbots and Virtual Agents
