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Title: :  Store sale prediction
PaperId: :  26129
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26129
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Maliha Aafrin Mujahid SayyadSHREEYASH COLLEGE OF ENGINEERING AND TECH, AURANGABAD, MAHARASHTRA
Dr. B.M PatilSHREEYASH COLLEGE OF ENGINEERING AND TECH, AURANGABAD, MAHARASHTRA

Abstract

Computer Engineering
1ML,2 Strategies,3 store 4 eco-friendly,5 workforce 6 enormous, 7 techniques, 8 enhances,9 resources ,10 historical ,
Sales forecasting is the process of predicting future sales. It is the vital part of the financial planning of the business. Most of the companies heavily depend on the future prediction of the sales. Accurate sales forecasting empower the organizations to make informed business decisions and it will help to predict the short-term and long-term performances. A precise forecasting can avoid overestimating or underestimating of the future sales, which may leads to great loss to companies. The past and current sales statistics is used to estimate the future performance. But it is difficult to deal with accuracy of sales forecasting by traditional forecasting. For this purpose, various machine learning techniques have been discovered. In this work, we have taken Black Friday dataset and made a detailed analysis over the dataset. Here, we have implemented the different machine learning techniques with different metrics. By analyzing the performance, we have trying to suggest the suitable predictive algorithm to our problem statement.

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IJARIIE Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. "Store sale prediction" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 2 2025 Page 1399-1403
MLA Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. "Store sale prediction." International Journal Of Advance Research And Innovative Ideas In Education 11.2(2025) : 1399-1403.
APA Maliha Aafrin Mujahid Sayyad, & Dr. B.M Patil. (2025). Store sale prediction. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 1399-1403.
Chicago Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. "Store sale prediction." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 2 (2025) : 1399-1403.
Oxford Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. 'Store sale prediction', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, 2025, p. 1399-1403. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Store_sale_prediction_ijariie26129.pdf (Accessed : ).
Harvard Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. (2025) 'Store sale prediction', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 1399-1403IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Store_sale_prediction_ijariie26129.pdf (Accessed : )
IEEE Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil, "Store sale prediction," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, pp. 1399-1403, Mar-App 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/Store_sale_prediction_ijariie26129.pdf [Accessed : ].
Turabian Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. "Store sale prediction." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 2 ().
Vancouver Maliha Aafrin Mujahid Sayyad, and Dr. B.M Patil. Store sale prediction. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(2) : 1399-1403. Available from: https://ijariie.com/AdminUploadPdf/Store_sale_prediction_ijariie26129.pdf
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