Fine-Tuning Machine Learning Models for Time Series Forecasting in Retail Sales

Time series forecasting is a vital component in sales . Accurate forecasts enable businesses to make informed decisions and allocate resources more efficiently. This blog post delves into the journey of fine-tuning machine learning models, namely Random Forest and XGBoost, to achieve the best forecasting model based on Root Mean Square Error (RMSE).