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Title: :  Store Sales Prediction Using Machine Learning and AI
PaperId: :  16854
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16854
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shinde SaurabhSapkal College of Engineering, Nashik
Karanjkar VaibhavSapkal College of Engineering, Nashik
Vibhute VaishnaviSapkal College of Computer Engineering, Nashik
Shirsath RajSapkal College of Computer Engineering, Nashik

Abstract

Computer Engineering
relation, Machine Learning, Performance Metrics, Sales Forecasting
Sales forecasting is one of the main issues of supply chains. It aimed to optimize stocks, reduce costs, and increase sales, profit, and customer loyalty. For this purpose, historical data can be analyzed to improve demand forecasting using various methods like machine learning techniques, time series analysis, deep learning models, artificial neural networks, etc. In this work, an intelligent demand forecasting system is developed. This improved model is based on analyzing and interpreting the historical data by using different forecasting methods, including time series analysis techniques, support vector regression algorithms, and deep learning models. The organization sells gifts primarily on the online platform. The customers who make a purchase consume directly for themselves. Small businesses buy in bulk and sell to other customers through the retail outlet channel. The data contains information about more than 1000 stores in the country and there are more than 1000000 entries in the data. We are required to predict the sales for the Store-Day level for one month

Citations

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IJARIIE Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. "Store Sales Prediction Using Machine Learning and AI" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 1803-1811
MLA Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. "Store Sales Prediction Using Machine Learning and AI." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 1803-1811.
APA Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, & Shirsath Raj. (2022). Store Sales Prediction Using Machine Learning and AI. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 1803-1811.
Chicago Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. "Store Sales Prediction Using Machine Learning and AI." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 1803-1811.
Oxford Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. 'Store Sales Prediction Using Machine Learning and AI', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 1803-1811. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Store_Sales_Prediction_Using_Machine_Learning_and_AI_ijariie16854.pdf (Accessed : 01 August 2022).
Harvard Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. (2022) 'Store Sales Prediction Using Machine Learning and AI', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 1803-1811IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Store_Sales_Prediction_Using_Machine_Learning_and_AI_ijariie16854.pdf (Accessed : 01 August 2022)
IEEE Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj, "Store Sales Prediction Using Machine Learning and AI," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 1803-1811, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Store_Sales_Prediction_Using_Machine_Learning_and_AI_ijariie16854.pdf [Accessed : 01 August 2022].
Turabian Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. "Store Sales Prediction Using Machine Learning and AI." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (01 August 2022).
Vancouver Shinde Saurabh, Karanjkar Vaibhav, Vibhute Vaishnavi, and Shirsath Raj. Store Sales Prediction Using Machine Learning and AI. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 01 August 2022]; 8(3) : 1803-1811. Available from: https://ijariie.com/AdminUploadPdf/Store_Sales_Prediction_Using_Machine_Learning_and_AI_ijariie16854.pdf
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