Machine Learning Solution Design (Synchronous e-learning)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2025057478
S$1,575
Original: S$3,150
Save S$1,575
About This Course
This course will enable participants to:
1. Understand and execute the processes of MLOps from ML solution design of new model pipelines.
2. Understand ML lifecycle management
3. Learn the tools and techniques in MLOps
What You'll Learn
Machine Learning Operations (MLOps) is a set of practices that aims to deploy and maintain Machine Learning (ML) models in production reliably and efficiently. Machine Learning models are tested and developed in isolated experimental systems. MLOps is about orchestrating the steps in the ML pipeline, then automating the execution of the pipeline for continuous training (CT) of the models. This course provides a high-level understanding of the processes required in the creation of Machine Learning solutions and design. Practical hands-on interactions with the tools forms a part of the learning process.
Entry Requirements
At least a polytechnic diploma (or equivalent)
Course Details
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