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Databricks integration; databricks with synthetic data; databricks and profiling with ydata

YData Announces Partnership With Databricks to Empower Enterprises With High-Quality Synthetic Data

YData Brings State-of-the-Art Data Quality Profiling and Synthetic Data Generation to Databricks, Enhancing Data Workflows and Ensuring Safe Data Sharing Seattle, WA – Wednesday, September 11, 2024 – YData is excited to announce a...

ydata synthetic; synthetic data generation; python synthetic data generation

ydata-synthetic: Upgraded models to revolutionize Synthetic Data Generation

At YData, open-source solutions have always been a fundamental part of our DNA. Through ydata-synthetic, we’ve shared knowledge and empowered users to explore the potential of different generative models like TimeGAN, CTGAN, and many other...

Soc 2 Type 2 ydata is now compliant

YData's SOC 2 Type 2 Compliance

The Importance of Security and Privacy in a Data-Driven World Seattle, WA – Monday, September 2, 2024 – YData Labs Inc announced today that it has achieved SOC 2 Type II compliance in accordance with American Institute of Certified Public...

soc2 type2; ydata privacy and security compliance

The Importance of Security and Privacy: SOC 2 Type 2 Compliance

In today's data-driven world, ensuring the security and privacy of customer information is paramount. For companies like YData, which operates at the forefront of data solutions, meeting the highest standards of security is not just a...

GDPR compliance and synthetic data; master thesis

Synthetic Data and GDPR Compliance: Navigating the Legal and Ethical Landscape

This thesis it is explored the evolving role of synthetic data in the digital age, particularly its impact on data protection under GDPR. You will learn on how to distinguish personal and non-personal data, as well as it covers the...

Synthetic data generation; best practices for synthetic data; generative AI

7 Best Practices for Synthetic Data Generation

In the rapidly evolving AI landscape, synthetic data has emerged as a powerful solution to address challenges such as data privacy, scarcity, bias and even to improve overall data quality of a given dataset. However, generating synthetic...

ydata vs mostlyai; ydata vs gretel; synthetic data multi-table; synthetic data generation for databases

Synthetic Data benchmarks: Independent vendor comparisons

Synthetic data, artificially generated data that mimics real-world data, is a technology that has undergone significant transformation in recent years. Since the dawn of data-driven synthetic data generation with generative models,...

Text data; synthetic text data; generative ai; large language models

Synthetic data to solve challenges in training and fine tuning LLMs

Photo by Roman Kraft on Unsplash As machine learning continues to evolve, the use of Large Language Models (LLMs) has become increasingly prevalent, particularly in complex tasks requiring deep understanding and generation of human-like...

fake data; dummy data; quality assurance; synthetic data generation;

Enhancing Data Management Solutions with data bootstrap

Photo by Isaac Smith on Unsplash Synthetic data bootstrap In the dynamic landscape of organizations high-quality data is a requirement for the development of many solutions - from software testing and validation all the way to Artificial...

data catalog; data quality; machine learning; data science

How to pick the best fit data catalog for your data stack?

Cover Photo by Avery Evans on Unsplash Dive into data management with our latest whitepaper, which presents an in-depth Gap analysis among YData Fabric, Alation, and Informatica—three solutions in the realm of data catalogs. These...

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How to evaluate the re-identification risk in Synthetic Data?

While allowing for meaningful data behavior, it is crucial that synthetic data safeguards individual privacy. Therefore, ensuring the efficacy of synthetic data applications also requires a strong assessment of re-identification risks....

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How is diversity preserved while ensuring privacy in synthetic data?

One of the most valuable and unique characteristics of synthetic data is that it keeps the properties and behavior of original data without a one-to-one link with the real events, thus fostering data privacy and enabling secure data...

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