State-of-the-art AI integration methods and frameworks

Currently, the integration of AI models and ML pipelines is complex, requiring ad-hoc developments that are error-prone and repetitive. This report evaluates three state-of-the-art frameworks for integrating AI systems: Metaflow, Luigi, and Kedro. These frameworks are thoroughly analyzed based on...

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Bibliographic Details
Main Author: Samson, Sherwin
Other Authors: Arvind Easwaran
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175091