
This is to certify that
Liu Yaxin
has successfully completed all required courses for a Professional Certificate in
PROFESSIONAL


Basic Artificial Intelligence and Machine Learning
April 3, 2023
Prof Tan Kian Lee
Dean
NUS School of Computing
CERTIFICATE
Serial No.: 93045504
Professional Certificate in Basic Artificial Intelligence and Machine Learning
Liu Yaxin
Description:
This PC will equip learners with the following competencies:
• Understand what is Artificial Intelligence (AI) and Machine Learning (ML).
• Identify opportunities to apply AI and ML in the workplace.
• Conceptualise an AI and ML project to solve a real-world problem.
• Design an AI and ML solution from the ground up.
• Implement an AI and ML solution using a no-code software tool.
• Apply basic supervised and unsupervised ML techniques on structured data.
• Evaluate the performance of ML models.
• Critique the ethical and societal implications of AI and ML.
Issued on
April 3, 2023
Expires on
Does not expire