YData

Founded by The founder's name is not listed. in 2019

Generate synthetic datasets and profile data quality for machine learning workflows

Pricing model

Free Tier, Paid

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use YData to inspect data quality, create synthetic datasets, and prepare data pipelines for machine learning. It automatically profiles your tabular data to help you identify patterns, missing values, and data drift before training models. When working with sensitive information, you can generate privacy-compliant synthetic data that mimics the statistical properties of your original records. The system also lets you automate data transformation pipelines and connect directly to cloud storage, helping data teams deliver accurate models without privacy risks.

What YData does

Generate synthetic tabular datasetsProfile datasets to identify missing values and anomaliesTrack data drift over timeDeploy data pipelines on Kubernetes clustersConnect datasets from cloud storage bucketsEvaluate synthetic data quality against real data metricsBalance skewed classes in training datasetsAutomated exploratory data analysis and data profilingSynthetic data generation mirroring real statistical distributionsInteractive data catalog for tracking changes and data driftScalable automated data preparation pipelinesKubernetes-native deployment for private infrastructureData connectors for cloud environments like AWS and AzureBias mitigation and dataset balancing tools