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What is Fake data?

Fake data refers to artificially generated or manipulated information designed to appear real. It is used for testing, training machine learning models, and protecting privacy by replacing sensitive data with synthetic alternatives while maintaining statistical validity for analytics and AI applications.

AI software
AI software encompasses applications and tools that utilize artificial intelligence to perform tasks typically requiring human intelligence. This includes machine learning platforms, automation tools, and cognitive computing solutions that enable data analysis, pattern recognition, and decision-making.
Balanced data
Balanced data refers to datasets where different classes or categories are represented equally. In machine learning, balanced datasets help prevent biases in model training, ensuring fairer predictions and reducing overfitting.
Data-driven control system
A data-driven control system leverages real-time data and machine learning algorithms to optimize processes and decision-making. These systems are widely used in automation, manufacturing, and smart infrastructure applications.