End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model selection by AIC, evaluation with RMSE and MAPE, and 90-day ...

Papua New Guinea is a biodiversity powerhouse where travelers come for dazzling birds-of-paradise, rare marsupials like tree kangaroos, and world-class coral reefs set against some of Earth's most ...

The Key Largo woodrat has survived in the tropical hammocks of a narrow Florida island for thousands of years. It builds ...

Puerto Rico is a Caribbean biodiversity hotspot where visitors can experience a rare mix of tropical rainforest endemics, thriving coastal mangroves, and coral-reef marine life-all within a compact ...

A solitary lighthouse stands beside towering cliffs and dense coastal forest overlooking the endless Pacific Ocean. The isolation, steep terrain, and crashing waves create the feeling of guarding one ...

Abstract: Recently, federated learning frameworks such as Python TestBed for Federated Learning Algorithms and MicroPython TestBed for Federated Learning Algorithms have emerged to tackle user privacy ...

This study investigates whether anomaly-aware modeling can improve stock price forecasting by incorporating signals that highlight unusual market behavior. Financial time series often contain sudden ...

Scientists have found a new species of tarantula, a red-reared arachnid, in Arizona, and the discovery was "rather unexpected." “We often hear about new species being discovered from remote corners of ...