What is ScoreFast™?
ScoreFast is an advanced machine learning solution deployment platform
Built with data scientists and
business users in mind,
ScoreFast is highly automated
for a variety of
verticals
Data Ingestion: Automated Data Pipeline
- Ingest data from multiple sources
- Automated data pipeline to manage data
- Automated data audit and monitoring
- Automated data transformation
Understand the Data
ScoreFast™ automatically generates the data audit report which data quality score and data variations to provide better understanding of the data.
ScoreFast™ supports a variety of data transformations like mathematical operations, statistical and trigonometric functions, replace missing values, substring, regular expressions and even time series functionalities. It also displays results from correlation analyses and plots, which will help you understand underlying collinearity.
Build ML Models
Code or Click
Multiple algorithms for classification, regression, clustering, dimensionality reduction, and NLP.
Build models on multiple algorithms with one click or using notebooks.
ScoreFast libraries allow you to read datasets, deploy models, and easily predict from notebooks.
Collaborative Platform
Both data scientists and business managers can collaborate easily when sharing datasets and model configuration and results.
No need to send Excel reports to product managers and business managers. Track models across versions and select the best based on KPI priorities.
Rapid Solution Deployment
- Deploy models with one click.
- Create a new endpoint for application/solution.
- Use ScoreFast APIs to connect to your business applications
- Easy interface for business managers to set A/B test or data scientists to enable models for experimental scoring.
Automated Model Updates
ScoreFast’s patent-pending technology to detect if the model performance will decay below the threshold.
The platform automatically retrains the model, sends deployment alerts, and provides potential reasons for performance decay.