Store sale prediction

Maliha Aafrin Mujahid Sayyad; Dr. B.M Patil

Store sale prediction

April 2025

Vol-11, Issue-2

Paper ID: 26129

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Engineering

Keywords

1ML 2 Strategies 3 store 4 eco-friendly 5 workforce 6 enormous 7 techniques 8 enhances 9 resources 10 historical

Abstract

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.

License

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Author Information

#	Name	Institute / Affiliation
1	Maliha Aafrin Mujahid Sayyad	SHREEYASH COLLEGE OF ENGINEERING AND TECH, AURANGABAD, MAHARASHTRA
2	Dr. B.M Patil	SHREEYASH COLLEGE OF ENGINEERING AND TECH, AURANGABAD, MAHARASHTRA

How to Cite

Use the following formats to cite this article in your research.

APA Style

Sayyad, Maliha Aafrin Mujahid & Patil, Dr. B.M (2025). Store sale prediction. International Journal of Advance Research and Innovative Ideas In Education, 11(2), 1399-1403.

MLA Style

Sayyad, Maliha Aafrin Mujahid, and Dr. B.M Patil. "Store sale prediction." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 2, 2025, pp. 1399-1403.

IEEE Style

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, 2025.

Vancouver Style

Sayyad Maliha Aafrin Mujahid, Patil Dr. B.M. Store sale prediction. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(2):1399-1403.

Harvard Style

Sayyad, Maliha Aafrin Mujahid & Patil, Dr. B.M (2025) 'Store sale prediction', International Journal of Advance Research and Innovative Ideas In Education, 11(2), pp. 1399-1403.

Chicago Style

Sayyad, Maliha Aafrin Mujahid and Dr. B.M Patil. "Store sale prediction." International Journal of Advance Research and Innovative Ideas In Education 11, no. 2 (2025): 1399-1403.

Turabian Style

Sayyad, Maliha Aafrin Mujahid and Dr. B.M Patil. "Store sale prediction." International Journal of Advance Research and Innovative Ideas In Education 11, no. 2 (2025): 1399-1403.