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

Recent advances in AI, such as foundation models, make it possible for smaller companies to build custom models to make predictions, reduce uncertainty, and gain business advantage.

How to Use Python to Forecast Demand, Traffic & More for SEO Forecasting can offer great value in SEO. Here's how to get data-driven answers about possible trends in organic search using Python.

Attention is not all you need when forecasting with generative AI. You also need time. IBM recently made its open-source TinyTimeMixer model available on Hugging Face.