Betterdata
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About
Betterdata provides programmatic synthetic data solutions that transform production data into privacy-preserving and highly realistic synthetic data. It enables safe data sharing, access, and building across teams, businesses, and international borders. Betterdata's features include faster data access, privacy by design, bias mitigation, and anonymized data with maximum utility. It supports product development, data collaboration, data privacy verification, and ML performance improvement across industries like financial services, telecommunications, healthcare, and retail. It offers data enhancement features, imbalance correction, bias reduction, and intelligent filling of missing values.
Platform
Task
Features
• differential privacy
• data utility metrics
• bias and imbalance mitigation
• data compliance automation
• data sharing across teams and businesses
• realistic synthetic data
• privacy-preserving data generation
• programmatic synthetic data
FAQs
How is synthetic data generated?
Synthetic data is generated using a combination of an automatic feature understander and AI deep generative models including GANs and transformers (LLMs) applied to tabular data.
What data types are supported?
We support tabular data (numerical, categorical, datetime) provided in an excel or csv file format.
How large does the input dataset need to be?
A minimum of 100 data rows. We would recommend at least 1000 - 3000 rows to achieve good generation. In general, the larger the dataset, the higher the quality of synthetic data generated.
Is on-premise deployment supported? What infrastructure is required?
We support on-premise deployment (air gapped environment not connected to the internet). For smaller models, it can run on CPU alone although we recommend GPU acceleration to speed up the AI model training and generation process.
Is cloud deployment supported? Which cloud providers are supported?
We support cloud deployment on any major cloud providers including Google Cloud Platform (GCP), AWS, Azure, Alibaba Cloud. For other cloud providers, we can provide custom support too.
Job Opportunities
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