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A practical guide to CTGAN — what it is, how it works, and five benchmarks that tell you whether your synthetic data is actually good.

Jul 06, 2026 · 9 min read · 8 claps #ctgan #synthetic-data #artificial-intelligence

In real time, most of the time we handle datasets that are unstructured and imbalanced. Various strategies are used to restructure the…

Jun 09, 2026 · 2 min read · 32 claps #ctgan #genai #imbalanced-dataset

In today’s regulatory landscape, data is both the greatest asset and the greatest liability. Strict privacy laws like GDPR and HIPAA have…

Jan 03, 2026 · 4 min read · 0 claps #ctgan #machine-learning #data-science

AI ECO

In today’s digital world, financial fraud is growing more sophisticated, and so should our tools to prevent it. At the heart of modern…

Aug 16, 2025 · 4 min read · 52 claps #artificial-intelligence #data-analysis #sampling

假資料不是亂掰，它是一門藝術 + 科學 + 工具控的戰場！

Mar 28, 2025 · 4 min read · 1 claps paywalled #python #fakers #synthea

HUM AI

GAN or Generative Adversarial Network is all about generation of data. We have two networks- the generator and the discriminator, the…

Jan 21, 2022 · 3 min read · 85 claps #gans #deep-learning #synthetic-data