Describe Azure Machine Learning Capabilities
So far, we’ve talked a lot about foundational concepts for machine learning, including scenarios, models, algorithms, and training data. You’ve seen a few simple examples of machine learning. You may have even dusted off your college statistics course knowledge to work through those examples yourself.
Azure Machine Learning (sometimes stylized as Azure ML or AzureML) is the group of Microsoft Azure services that puts all of those concepts to work. Azure ML is comprised of a suite of tools that are used to manage the entire machine learning life cycle. Azure ML is used by a variety of engineers, data scientists, and other professionals to train, build, and deploy models and machine learning-integrated workflows.
The objectives and skills we’ll cover in this chapter are as follows:
- What is Azure ML?
- Describe capabilities of automated machine learning (AutoML)
- Describe data and compute services for...
