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4 MINS READ

Satish Kumar Barnala

Enterprise Architect, Business Transformation Group

Highlights

  • Developing effective AI/ML models requires large high-quality data sets that are often classified as ‘sensitive’, difficult to collect, and expensive to utilize.
  • Generative AI models and generative adversarial networks (GAN) can address the above challenges through the generation of synthetic data.
  • Generative AI helps organizations traverse data regulations, imbalanced datasets, data breaches, and capital spent on collecting data.