Post-Diploma Certificate in Machine Learning & Operations (part of Specialist Diploma in Applied Artificial Intelligence-PCM)

Training Provider: Nanyang Polytechnic
Course Reference: TGS-2024051709
S$5,055

About This Course

This is part of Specialist Diploma in Applied Artificial Intelligence-PCM.

This PDC consists of 150 hours of training and the following modules:
1. Applied Machine Learning (60 Hours)
2. MLOps for Trustworthy AI (60 Hours)
3. Machine Learning & Operations Project (30 Hours)

What You'll Learn

Post Diploma Certificate in Machine Learning & Operations (PDC1 of Specialist Diploma in Applied Artificial Intelligence-PCM) will equip learners with the necessary skills to:

1. Implement machine learning models to effectively address and solve real-world business problems, ensuring alignment with industry best practices.
2. Develop automated end-to-end data and machine learning pipelines, integrating continuous monitoring, retraining, and optimization to support scalability and operational efficiency.
3. Evaluate model performance by adhering to responsible AI principles and compliance with governance frameworks.

Entry Requirements

Applicants should be degree graduates in IT, Engineering, Science or related disciplines or diploma from a local Polytechnic, ITE, or other IHLs in IT, Engineering, or related disciplines, with a minimum of 2 years' relevant working experience.
Applicants who do not meet the entry requirements may be considered for admission to the course based on:
(i)       Evidence of at least 5 years of relevant working experience; OR
(ii)      Supporting evidence of competency readiness.
(iii)     Interview and/or entrance test

Course Details

Duration 150 hours
Language English
Training Commitment Part Time
Total Enrolled 89 students
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