sales-forecasting

There are 12 repositories under sales-forecasting topic.

Alro10 / deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
deep-learning deep-neural-networks demand-forecasting forecasting-competitions forecasting-models lstm lstm-neural-networks prediction python3 pytorch recurrent-neural-networks sales-forecasting series-analysis series-classification series-forecasting tensorflow time-series time-series-classification time-series-forecasting time-series-prediction
Language:Jupyter Notebook 2431
30lm32 / ml-time-series-analysis-on-sales-data
Time Series Decomposition techniques and random forest algorithm on sales data
time-series-analysis sales-forecasting sales regression-trees time-series-decomposition machinelearning datamining seaborn sklearn statsmodels
Language:Jupyter Notebook 51
samirsaci / ml-forecast-features-eng
Machine Learning for Retail Sales Forecasting — Features Engineering
machine-learning python retail sales-forecasting demand-forecasting feature-engineering
Language:Jupyter Notebook 42
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
time-series-analysis ets-model holt-winters arima-model sarima linear-regression time-series-decomposition sales-forecasting machine-learning-algorithms statistical-methods machine-learning regression statistical-modeling exponential-smoothing
Language:Jupyter Notebook 40
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
airflow cloud-native data-stream demand-forecasting docker fastapi full-stack google-cloud helm kafka kubernetes machine-learning mlflow mlops ray sales-forecasting scalable spark system python
Language:Jupyter Notebook 30
Lintianqianjin / Sales-forecast-LSTM
使用LSTM预测商品销量，考虑销量激增点影响
sales-forecasting sales-forecast lstm-neural-networks
Language:Python 26
TerminalWitchcraft / Xaon
Consumer Buying pattern Analysis and Sales Forecasting using Artificial Intelligence.
machine-learning artificial-intelligence artificial-neural-networks python django django-application sales-forecasting consumer-buying-analysis
Language:Python 14
rajtulluri / Olist-business-analysis
A detialed analysis on the customers, products, orders and shipments of the Brazilian E-commerce giant Olist.
olist-orders-dataset sentiment-analysis time-series-analysis sales-forecasting data-analysis data-mining fp-tree association-rule-mining web-application azure-machine-learning plotly-dash correlation-analysis delivery-optimization regression
Language:Jupyter Notebook 13
grimmlab / HorticulturalSalesPredictions
Machine Learning Outperforms Classical Forecasting on Horticultural Sales Predictions
sales-forecasting demand-forecasting multivariate-time-series-prediction horticulture
Language:Python 9
thuynh323 / Time-series-forecasting
Exponential Smoothing, SARIMA, Facebook Prophet
time-series forecasting sarima facebook-prophet-forecasting exponential-smoothing sales-forecasting
Language:Jupyter Notebook 9
npicado / sales-forecasting
Example of Sales Forecasting
forecasting sales-forecasting mathematical-modelling
Language:PHP 4
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.
business-intelligence data-visualization dax dax-expression dax-query e-commerce-analytics power-bi-dashboard power-query predictive-analytics sales-analysis sales-forecasting decision-making-tools
4
Ahmed-Ashraf-Marzouk / Elzoboon-CRM
Machine learning algorithms applied on the Online retail dataset provided by UCI Machine learning 🤖
machine-learning customer-segmentation sales-forecasting bard chatgpt sentiment-analysis
Language:Jupyter Notebook 3
ashrafalaghbari / RetailSensei
Retail Sales Forecasting and Monitoring project offers real-time analysis and forecasts for retail sales.
retailanalytics sales-forecasting time-series-analysis python dashboard-application performance-monitoring realtime-analytics
Language:Jupyter Notebook 3
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.
time-series sales-forecasting machine-learning
Language:Jupyter Notebook 2
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.
data-analysis-excel excel-functions excel-pivot-tables microsoft-excel sales-forecasting what-if-analysis
2
manugaco / use_cases
Users business cases in python
machine-learning use-cases python jupyter-notebook fraud-detection customer-segmentation churn-prediction lifetime-value consumption-prediction sales-forecasting pricing sentiment-analysis topic-modeling
Language:Jupyter Notebook 2
mztrk / Case-SalesForecasting
Sales forecasting with random forest, decision tree. Promotion effect calculation.
sales-forecasting random-forest decision-tree promotion campaign
Language:R 2
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.
econometrics retail sales-forecasting time-series
Language:Jupyter Notebook 2
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.
artifi data-analysis data-science python sales-analysis sales-forecasting tushar2704
Language:Jupyter Notebook 2
ximihoque / Multi-Variate-Time-series-prediction
An example of multi-variate time-series prediction
multi-variate time-series-prediction sales-forecasting lstm
Language:Jupyter Notebook 2
abhijitpai000 / retail_summer_sales
Understanding how well a product that is published on the E-Commerce platform Wish is going to sell using Machine Learning.
sales-prediction sales-forecasting e-commerce product-analytics machine-learning data-science python statistics
Language:Python 1
Blaieet / Master-thesis
MSc thesis about sales forecasting in high-dimensional contexts taking into account product relationships and promotions
sales-forecasting sales-prediction bussiness-intelligence xgboost var-model time-series time-series-analysis data-cleaning master-thesis
Language:Jupyter Notebook 1
frizchar / sales-forecasting
Forecast store sales using the Facebook Prophet algorithm
forecasting prophet-facebook machine-learning sales-forecasting
Language:Jupyter Notebook 1
iamzehan / kaggle_timeseries
Time Series Forecasting
arima-model kaggle sales-forecasting statistical-analysis statistical-learning statsmodels timeseries
Language:Jupyter Notebook 1
kshitij-raj / Sales-Forecasting
Build a forecasting model to predict the sale of a store.
arima-model augmented-dickey-fuller-test sales-forecasting sarima-model sarimax time-series-analysis varmax johansen-test
Language:Jupyter Notebook 1
manishankarjha / SuperStore-Sales-Analysis-and-Forecasting
SuperStore Sales analysis in Power BI with forecasting of upcoming 15 days sales
data-visualization power-bi reporting sales-forecasting time-series-analysis
1
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.
sales-forecasting top-10-cities top-customers-in-region
1
amirragab-ds / Sales-Data-Analysis-and-Forecasting-Using-Ensemble-Methods
Sales Data Analysis and Forecasting Using Ensemble Methods
ensemble-learning random-forest-regressor sales-forecasting xgboost-regressor ensemble-regressor sales-data-analysis
Language:Jupyter Notebook 0
DataVisualizationExpert / Sales-Analysis-using-SQL-Power-BI
This repository contains the code and data for analyzing pizza sales using SQL Server as the data store and Power BI for data visualization and analysis. Explore sales trends, customer preferences, and more to gain insights into pizza sales using this repository.
capstone-project data-analysis data-visualization pizzastore portfolio power-bi predictive-analytics sales-analysis sales-dashboard sales-forecasting sales-trends sql sql-analysis sqlserver ssis ssms
0
KEERTHANAMARTIN / Super-Store-Sales-Forecasting-Dashboard
By Utilizing Data Analysis Techniques, specially focusing on Time Series Analysis, to provide valuable insights and accurate sales forecasting
dashboard data-analysis sales-forecasting
0
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.
business-intelligence data-visualization dax dax-expression dax-query decision-making-tools e-commerce-analysis power-bi-dashboard power-query predictive-analysis sales-analysis sales-forecasting
0
Circhastic / sales-forecasting-system-st
machine-learning python sales-forecasting sarimax-model dashboard streamlit-webapp
Language:Python
hitthecodelabs / PharmaSalesPredictor
Comprehensive Jupyter notebook designed for analyzing and predicting pharmaceutical sales with PySpark
forecasting pandas py-spark python sales-forecasting spark
Language:Jupyter Notebook
matthiasf1 / Kaggle_M5PointPrediction
CM3070 Final Project Repository
artificial-intelligence lstm sales-forecasting time-series-forecasting
Language:Jupyter Notebook
purrvaja / Scalable-Time-Series-Forecasting
Time series forecasting using Prophet and PySpark for parallelized model training.
parallelization prophet pyspark sales-forecasting time-series-forecasting
Language:Jupyter Notebook

sales-forecasting

Alro10 / deep-learning-time-series

30lm32 / ml-time-series-analysis-on-sales-data

samirsaci / ml-forecast-features-eng

akshitvjain / product-sales-forecasting

jomariya23156 / sales-forecast-mlops-at-scale

Lintianqianjin / Sales-forecast-LSTM

TerminalWitchcraft / Xaon

rajtulluri / Olist-business-analysis

grimmlab / HorticulturalSalesPredictions

thuynh323 / Time-series-forecasting

npicado / sales-forecasting

Praveendinesha / Sales-Insights-Analysis_E-Commerce

Ahmed-Ashraf-Marzouk / Elzoboon-CRM

ashrafalaghbari / RetailSensei

LangeJustin / Walmart-Sales-Forecasting

Mabrar92 / Data-Analysis-in-Excel

manugaco / use_cases

mztrk / Case-SalesForecasting

OleksandrKosovan / complex-sales-forecasting

tushar2704 / Store-Demand-Forecasting

ximihoque / Multi-Variate-Time-series-prediction

abhijitpai000 / retail_summer_sales

Blaieet / Master-thesis

frizchar / sales-forecasting

iamzehan / kaggle_timeseries

kshitij-raj / Sales-Forecasting

manishankarjha / SuperStore-Sales-Analysis-and-Forecasting

Timothygbenga / Sales-Performance-Dashboard

amirragab-ds / Sales-Data-Analysis-and-Forecasting-Using-Ensemble-Methods

DataVisualizationExpert / Sales-Analysis-using-SQL-Power-BI

KEERTHANAMARTIN / Super-Store-Sales-Forecasting-Dashboard

MonicaDara / Sales-Analysis-Dashboard-PowerBI

Circhastic / sales-forecasting-system-st

hitthecodelabs / PharmaSalesPredictor

matthiasf1 / Kaggle_M5PointPrediction

purrvaja / Scalable-Time-Series-Forecasting