Explore TimeGPT, the first pre-trained foundation model for time series forecasting, in this 13-minute conference talk. Delve into the significance of time series data across various sectors and understand why current approaches to forecasting have fallen short of producing universal pre-trained models. Learn how TimeGPT achieves accurate predictions across diverse domains without additional training, revolutionizing the forecasting practice. Discover how to leverage TimeGPT and Ray's distributed capabilities for large-scale forecasting and anomaly detection. Gain insights into this groundbreaking innovation that promises to make forecasting more accessible, accurate, and computationally efficient.