Many forecasting or prediction problems involve time series data. That makes XGBoost an excellent companion for InfluxDB, the open source time series database.

Time series forecasting, bolstered by models such as ARIMA, SARIMA and LSTM, ensures that decisions are made based on robust data analytics rather than mere chance.

Learn how ARIMA models use time series data for accurate short-term forecasting. Discover its pros, cons, and essential tips ...

Here's an AI/ML-powered forecasting framework that combines the art of human judgment with the science of machine learning.

Researchers have developed a deep learning model called LSTM-SAM that predicts extreme water levels from tropical cyclones more efficiently and accurately, especially in data-scarce coastal ...