INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
In this paper, we have examined how several deep learning algorithms can be used in the daily work of a financial organization to estimate cash flow and preprocess data. The challenge is to project the company's various departments' profit and loss so that the firm may prepare for the following year's business expenditures by examining the cash flow prediction. These estimates can then be used to make sure that the right amount of money is kept by businesses in bank accounts for preventing overdraft fees or irrational investment fund usage. The company wants to increase the accuracy of its present manual, ad hoc process for calculating cash flow estimates. Unsupervised neural networks and a variety of other methods like Random Forest, Decision Tree, Linear Regression are being employed, and the results are being used to forecast profit and loss and then the results are being compared at the last to decide which algorithm is best among these algorithms.
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"Cash Flow Prediction of a Business Institution Using Deep Learning", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.7, Issue 12, page no.d194-d199, December-2022, Available :http://www.ijnrd.org/papers/IJNRD2212321.pdf
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2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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