Data
Preparing and preprocessing data for AI Toolkit machine learning pipelines.
12
preprocessors
6
playbooks
fit
SPL command
SPL
... | fit StandardScaler * | fit RandomForestClassifier label from *
Topics
2
Preparing your data for machine learning
Machine learning is a process of generalizing from examples. These generalizations, typically called models, are used to perform a variety of tasks, such as predicting the value of a field, forecasting future values, identifying patterns…
Preprocess your data with the AI Toolkit
Preprocessing your data is an important part of a machine learning workflow. Machine learning works best when you provide a clean, numeric matrix of data as the foundation for building your machine learning models. Use preprocessing opti…