sales-forecasting
There are 73 repositories under sales-forecasting topic.
Alro10/deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
jomariya23156/sales-forecast-mlops-at-scale
Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more
samirsaci/ml-forecast-features-eng
Machine Learning for Retail Sales Forecasting — Features Engineering
30lm32/ml-time-series-analysis-on-sales-data
Time Series Decomposition techniques and random forest algorithm on sales data
akshitvjain/product-sales-forecasting
Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models
Lintianqianjin/Sales-forecast-LSTM
使用LSTM预测商品销量，考虑销量激增点影响
rajtulluri/Olist-business-analysis
A detialed analysis on the customers, products, orders and shipments of the Brazilian E-commerce giant Olist.
TerminalWitchcraft/Xaon
Consumer Buying pattern Analysis and Sales Forecasting using Artificial Intelligence.
thuynh323/Time-series-forecasting
Exponential Smoothing, SARIMA, Facebook Prophet
grimmlab/HorticulturalSalesPredictions
Machine Learning Outperforms Classical Forecasting on Horticultural Sales Predictions
Praveendinesha/Sales-Insights-Analysis_E-Commerce
Empower decision-makers with an interactive Power BI dashboard showcasing e-commerce performance metrics and trends. Analyze sales data, forecast future trends, and drive informed strategies for business growth.
rasmodev/Time-Series-Forecasting---ML-Regression-Project
This project focuses on time series forecasting to predict store sales for Corporation Favorita, a large Ecuadorian-based grocery retailer. The goal is to build a model that accurately predicts the unit sales for thousands of items sold at different Favorita stores.
MonicaDara/Sales-Analysis-Dashboard-PowerBI
Enable stakeholders with an engaging Power BI dashboard illustrating key e-commerce performance indicators and patterns. Evaluate sales data, predict forthcoming trends, and formulate knowledgeable approaches to foster business expansion.
tushar2704/Store-Demand-Forecasting
This project predicts the sales demand for various items in different stores based on historical sales data. The objective is to develop a machine learning model that can provide accurate forecasts for future sales of each store-item combination.
Ahmed-Ashraf-Marzouk/Elzoboon-CRM
Machine learning algorithms applied on the Online retail dataset provided by UCI Machine learning 🤖
npicado/sales-forecasting
Example of Sales Forecasting
ashrafalaghbari/RetailSensei
Retail Sales Forecasting and Monitoring project offers real-time analysis and forecasts for retail sales.
Circhastic/sales-forecasting-system-st
Sales forecasting system prototype w/ dashboard using SARIMAX model
ashishpatel26/DataCo-SMART-SUPPLY-CHAIN-FOR-BIG-DATA-ANALYSIS
DataCo SMART SUPPLY CHAIN FOR BIG DATA ANALYSIS
Ismat-Samadov/Sales_Forecasting
Adidas Sales Forecasting
LangeJustin/Walmart-Sales-Forecasting
How much camping gear will individual Walmart stores sell each month in a year? To the uninitiated, calculating sales at this level may seem as difficult as predicting the weather. Both types of forecasting rely on science and historical data. While a wrong weather forecast may result in carrying around an umbrella on a sunny day, inaccurate business forecasts could result in actual or opportunity losses. In this competition, in addition to traditional financial forecasting methods, we challenged to use machine learning to improve forecast accuracy.
Mabrar92/Data-Analysis-in-Excel
This repository serves as a showcase of the skills I've acquired through Datacamp's "Data Analysis in Excel" course.
manugaco/use_cases
Users business cases in python
mztrk/Case-SalesForecasting
Sales forecasting with random forest, decision tree. Promotion effect calculation.
OleksandrKosovan/complex-sales-forecasting
Exploring the efficacy of statistical and econometric methodologies for sales forecasting, this repository provides a comprehensive analysis alongside code implementations, offering empirical insights to guide decision-making in the retail industry.
ximihoque/Multi-Variate-Time-series-prediction
An example of multi-variate time-series prediction
atharvapathak/Sales_Forecasting_Project
Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models
Honey28Git/Online-Retail-Store-Data-Analysis-on-MS-Excel
Data Analysis on MS Excel for Online-Retail Store
iamzehan/kaggle_timeseries
Time Series Forecasting
kshitij-raj/Sales-Forecasting
Build a forecasting model to predict the sale of a store.
manishankarjha/SuperStore-Sales-Analysis-and-Forecasting
SuperStore Sales analysis in Power BI with forecasting of upcoming 15 days sales
matthiasf1/Kaggle_M5PointPrediction
CM3070 Final Project Repository
purrvaja/Scalable-Time-Series-Forecasting
Time series forecasting using Prophet and PySpark for parallelized model training.
rahulbhesare/Superstore-Sales-Dashboard-PowerBI
Interactive Data Visualization For the Superstore sales dataset, lets built a sales dashboard in Power BI.
Sara-Esm/Inventory_Management
Predict retail sales for Walmart stores to optimize inventory levels and improve supply chain operations using machine learning models.
Timothygbenga/Sales-Performance-Dashboard
This dashboard forecasts sales for the next 12 months with 95% confidence level. It also looks at the region where most sales is achieved, cities with the most sales and the top 5 customers in 2017.