Powering Instant Insights: Big Data's Role in Real-Time AI Applications
Introduction: Real-time Artificial Intelligence (AI) applications have gained significant traction, transforming industries through instantaneous decision-making, anomaly detection, and predictive maintenance. Big data, characterized by its volume, variety, and velocity, is instrumental in enabling real-time AI applications by providing the vast datasets and diverse contexts required for training and deployment. This article explores the role of big data in powering real-time AI applications. Body: Section 1: Big Data and Real-Time AI Intersection Big Data : Big data represents the vast quantities of structured and unstructured data generated daily by people, organizations, and machines. It originates from diverse sources, including social media, sensor networks, and transaction records. Real-Time AI : Real-time AI involves processing and analyzing data instantaneously, enabling immediate decision-making and action. It finds applications in fraud detection, predictive maintenance...