forecasting-sales

There are 1 repository under forecasting-sales topic.

SooyeonWon / time_series_analytics
Time Series Forecasting Models: ETS, ARIMA
series-forecasting forecasting-sales alteryx mase arima predictive-analytics jupyter-notebook python decomposition
Language:Jupyter Notebook 6
mlp9 / Rossmann-stores-UK-sales-prediction-
Our project scope is to apply machine learning techniques to a real-world problem of predicting store sales. Germany’s largest store chain, has provided past sales information of 1115 stores located across Germany. We pre-processed, feature engineered the data, and examined 2 different machine learning algorithm for forecasting sales of store: Random Forest regression, and XGBoost. Then, we compared the method’s predictive power by computing Root Mean Square Percentage Error (RMSPE). We found that XGBoost model performed the best with a RMSPE score of 0.11 validation data set. Deployment has been done with Flask Web-App.
predict-sales forecasting-sales xgboost random-forest rmspe
Language:Jupyter Notebook 3
MarinaMoreno / Forecasting-sales
This repository contains an ML project that was approached with a business mindset from the beginning to the end. It addresses the problem of forecasting.
business-solutions forecast forecasting forecasting-algorithm forecasting-models forecasting-sales machine-learning sales-analysis
Language:Jupyter Notebook 1

SooyeonWon / time_series_analytics