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Machine Learning on Public Cloud

Name: Machine Learning on Public Cloud
Price: 1750.00 SGD

Training Provider: NTUC LEARNINGHUB PTE. LTD.

Course Reference: TGS-2026062451

S$1,750

Original: S$3,500

Save S$1,750

About This Course

This advanced 5-day course enables learners to operationalize machine learning workflows using public cloud platforms. Learners will configure cloud environments, scale training jobs, deploy APIs, and monitor model performance using managed services. Emphasis is placed on automation, observability, and reproducibility of ML pipelines. Through hands-on labs, participants will build secure, modular, and production-ready ML workflows with end-to-end monitoring and retraining triggers.

What You'll Learn

"What You’ll Learn

LO1: Configure secure and standardized cloud environments using database administration tools to meet specific user requirements and compliance standards.
LO2: Utilize cloud diagnostic tools to identify performance issues and formulate effective technical solutions.
LO3: Execute diverse cloud installation tests and resolve integration issues to validate system performance against established effectiveness metrics.
LO4: Apply technical resolution techniques to minimize cloud integration issues, escalating unresolved critical defects according to established protocols.

Entry Requirements

The candidate should hold a diploma and have at least 2 years of experience working as a developer/programmer.

Candidates who do not meet the above requirements will be assessed on case to case basis.