Ahmed Abulkhair — Blog https://abulkhair.ai/blog Technical articles on data science, machine learning, LLMs, and AI by Ahmed Abulkhair. en Classical or Deep Learning? How I Choose Time-Series Forecasting Models https://abulkhair.ai/blog/choosing-time-series-forecasting-models https://abulkhair.ai/blog/choosing-time-series-forecasting-models A practical decision framework for picking between ARIMA, Prophet, gradient boosting, and Temporal Fusion Transformers — based on what actually wins backtests, not hype. Wed, 10 Jun 2026 00:00:00 GMT