Home > Courses > Developing Ethical AI Systems: Data, Values, and Process

Developing Ethical AI Systems: Data, Values, and Process

Name: Developing Ethical AI Systems: Data, Values, and Process
Price: 410.4 SGD

Training Provider: Republic Polytechnic

Course Reference: TGS-2024046689

S$410

Original: S$1,368

Save S$958

About This Course

This module is part of the Post-Diploma Certificate in Generative Artificial Intelligence (Specialist Diploma in Applied Generative Artificial Intelligence).

What You'll Learn

This module offers an introduction to open-source data platforms and frameworks for storing large data volumes. It provides an overview of the machine learning pipeline including data management, high-throughput model training/evaluation, and real-time data processing. Participants will examine ethical/legal issues in AI using basic reasoning frameworks and principles, with a focus on privacy and data protection.

Additionally, this module will cover AI project management methodologies like agile development, resource planning, and risk management tailored for AI projects. Concepts of explainable AI and model governance are introduced to ensure transparency, fairness, and compliance of AI systems.

Entry Requirements

At least a local Polytechnic Diploma or recognized Degree in science, engineering, technology, or any other disciplines with at least three (3) years of relevant work experience.
Recognition of prior learning: Applicants who do not meet the entry requirements may be considered for admission to the course based on evidence of at least 5 years of relevant working experience or supporting evidence of competency readiness. Suitable applicants who are shortlisted may have to go through an interview and/or entrance test.