Data drives today’s economy. While external data is getting increasingly difficult to access and manage securely, the demand for data is exploding. The ability to obtain data is under attack, as the use of third-party cookies declines and data privacy regulations grow more intense heading into 2025, which is why virtual data clean rooms (DCRs) […]
Synthetic Data Generation: Addressing Data Scarcity and Bias in ML Models
There is no doubt that machine learning (ML) is transforming industries across the board, but its effectiveness depends on the data it’s trained on. The ML models traditionally rely on real-world datasets to power the recommendation algorithms, image analysis, chatbots, and other innovative applications that make it so transformative. However, using actual data creates two significant challenges […]