Data Flow Steps for Training Machine Learning Models

Oracle Analytics enables you to train machine learning models using steps in data flows. When you've trained a machine learning model, apply it to your data using the Apply Model step.

Step Name	Description
AutoML (requires Oracle Autonomous Data Warehouse)	Use Oracle Autonomous Data Warehouse's AutoML capability to recommend and train a predictive model for you. The AutoML step analzes your data, calculates the best algorithm to use, and registers a prediction model in Oracle Analytics.
Train Binary-Classifier	Train a machine learning model to classify your data into one of two predefined categories.
Train Clustering	Train a machine learning model to segregate groups with similar traits and assign them into clusters.
Train Multi-Classifier	Train a machine learning model to classify your data into three or more predefined categories.
Train Numeric Prediction	Train a machine learning model to predict a numeric value based on known data values.