Mastodawn

#Python #TimeSeriesForecasting
#MachineLearning #AI #DataScience #PredictiveAnalytics
We compare performance of TSA models: the 3 best performing models are Prophet, SARIMAX, and Holt-Winters.
#Sales #SalesStrategy #SalesTips #SalesProductivity

http://newdigitals.org/2023/12/12/evaluation-of-ml-sales-forecasting-tslearn-random-walk-holt-winters-sarimax-garch-prophet-and-lstm/

Evaluation of ML Sales Forecasting: tslearn, Random Walk, Holt-Winters, SARIMAX, GARCH, Prophet, and LSTM

The data science project involves evaluating various sales forecasting algorithms in Python using a Kaggle time-series dataset. The forecasting algorithms include tslearn, Random Walk, Holt-Winters…