Being able to anticipate your customers' needs, or find patterns across your data, are growth areas for businesses right now—this type of business intelligence is currently the holy grail. Being able to design and train Artificial Intelligence (AI) to find patterns and connections in your data lake gives the users of your application a better experience.
This section covers the various tools and concepts for machine learning and AI available for AWS customers.
In particular, you will discover these two tools:
- Amazon SageMaker
- Amazon Comprehend
And we will cover the concepts of the following:
- AI
- Anomaly detection
- Prediction
- Forecasting
SageMaker can be used to build, train, and deploy machine learning models quickly. As a fully managed service, it covers the entire workflow: labeling and preparing data; choosing and training an algorithm; tuning and optimizing for deployment; making predictions; and taking actions.
To set up SageMaker, you first need to create a model...