Momentum data engineering and AI platform is utilized in ingesting and transforming data from a wide variety of data sources, training machine learning models, deploying and managing these models into production, and bringing AI-powered automation at the enterprise scale.
This single-node installation is meant for education and training, and consists of the following modules:

1. Connect to ingest data from a variety of sources'
2. Transformer to perform transformation of the ingested data: clean, blend, merge, join, and union data sources
3. Pipeline to build complex data processing pipeline and automate data ingestion and transformation process
4. Emitter to export the data from Momentum to external systems
5. Semantic Data Modeling using Machine Learning.
6. Machine Learning to train a variety of models: supervised regression, supervised classification, unsupervised clustering and recommendation engine.
   7.Computer vision to train image classification and object detection models
7. MLOps to deploy trained models for prediction or inference and integration with third party applications
   This single node instance does not include Impulse data warehouse and Inset BI. They can be installed from AWS Marketplace.