AI test bed for real business applications

With the rapid development of AI algorithms and digitization of business data, it’s never been easier for companies of all sizes to harness the power of AI for business applications. However, AI is such a vast, complex field and businesses are not sure how to use AI in their business. The purpose of...

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Bibliographic Details
Main Author: Lim, Japheth Wen Xuan
Other Authors: Mohammed Yakoob Siyal
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177137
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Institution: Nanyang Technological University
Language: English
Description
Summary:With the rapid development of AI algorithms and digitization of business data, it’s never been easier for companies of all sizes to harness the power of AI for business applications. However, AI is such a vast, complex field and businesses are not sure how to use AI in their business. The purpose of this project is to develop a test bed, where most common AI algorithms such Classification, Support Vector Machines, Neural Networks, Logistic Regression etc will be implemented, tested, and compared using business data. This AI test bed will demonstrate how AI algorithms can be used for business applications in order to improve, enhance and bring benefits to various businesses.