Predictive analytics in space weather involves using advanced data analysis techniques to forecast solar and geomagnetic activities that can impact satellite operations, communications, and power grids on Earth. By leveraging machine learning and big data, it aims to enhance the accuracy and timeliness of space weather predictions, minimizing potential disruptions and damages.