Production, Deployment and Sustainment of Machine Learning Solutions (Synchronous e-learning)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2022014574
S$945
Original: S$3,150
Save S$2,205
About This Course
This course will enable participants to:
1. Understand the processes of Machine Learning Operations (MLOps) in data analytics system design.
2. Learn the tools and techniques in MLOps.
3. Deploy and maintain ML models in production reliably and efficiently.
What You'll Learn
Machine Learning Operations (MLOps) is a set of practices that aims to deploy and maintain Machine Learning (ML) models in data analytics system design and deployment. It is about orchestrating the steps in the ML pipeline, then automating the execution of the pipeline for continuous training (CT) of the models so as to iteratively and continuously cater to changing business needs. This course covers the construction, deployment, maintenance, and continuous delivery of new model pipelines. It provides practical hands-on interactions to understand the actual deployment considerations.
Entry Requirements
At least a polytechnic diploma
Course Details
Back to All Courses
Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
More Courses from NATIONAL UNIVERSITY OF SINGAPORE
Objectives:
At the end of the programme, participants are expected to achieve the following objecti...
Objectives:
At the end of the programme, participants are expected to achieve the following objecti...
The programme is designed to transform Chinese language educators into impactful leaders equipped to...