Artificial intelligence as a service (AIaaS): Technical Report

Herrera, Maximiliano (2023) Artificial intelligence as a service (AIaaS): Technical Report. Undergraduate thesis, Dublin, National College of Ireland.

Preview

PDF (Bachelor of Science) Download (4MB) | Preview

Abstract

The purpose of this document is to present my final project of BSc (Honours) in Computing, that is Artificial Intelligence as a Service (AIaaS). My proposed solution intends to simplify the development of machine learning models and the consumption of AI services by clients. Additionally, this document outlines the project’s requirements, plan and the software development process followed to accomplish the goals and objectives stablished on this report.

I would like to highlight the most important sections on this document. On the beginning of the document there is an introduction section that provides a general overview of the project’s goals and explain what technologies would be used and how. Following, it is provided a requirements specification section, which includes functional and nonfunctional requirements. The architecture of proposed solution will be detailed on “Design & Architecture” section. The Graphical User Interface (GUI) section includes descriptive screenshots of the main pages within the implemented solution, offering readers a clear understanding of the solution's functionality.

At the end of the system section, it is provided a test plan and evaluation. These two sections are very important as they define the test plan, evidence of testing and how the solution would be evaluated.

An appendices section is included at the end of the document, which presents all the documentation provided to and validated by the supervisor during the project’s life span. This section also includes the project proposal that contains a very detailed description of the proposed solution including a project plan, technologies and software development process chosen. Lastly, the appendices section attaches the reflective journals, which acts as a retrospective analysis of work done during each development cycle.

Item Type:	Thesis (Undergraduate)
Supervisors:	Name Email Stafford, Enda UNSPECIFIED
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science Q Science > QH Natural history > QH301 Biology > Methods of research. Technique. Experimental biology > Data processing. Bioinformatics > Artificial intelligence Q Science > Q Science (General) > Self-organizing systems. Conscious automata > Artificial intelligence Q Science > Q Science (General) > Self-organizing systems. Conscious automata > Machine learning
Divisions:	School of Computing > Bachelor of Science (Honours) in Computing
Depositing User:	Tamara Malone
Date Deposited:	31 Jul 2024 11:08
Last Modified:	31 Jul 2024 11:08
URI:	https://norma.ncirl.ie/id/eprint/7000

Actions (login required)

View Item