Part-Time Lecturer (ntu)

Job Description

Part-Time Lecturer for EE6406 Analytic & Ensemble Learning

The School of Electrical and Electronic Engineering (EEE) at Nanyang Technological University, Singapore, invites qualified candidates to apply as Part-Time Lecturer for EE6406 Analytic & Ensemble Learning. The Part-Time Lecturer is expected to teach this postgraduate course commencing in January 2025.

This 13-week course serves as a General Elective and will be offered to students taking NTU EEE MSc Communications Engineering, Computer Control & Automation, Electronics, Power Engineering, and Signal Processing & Machine Learning with the objective to impart to the students the knowledge relevant to essential techniques such as regression, classification, kernel methods, and advanced ensemble methods like Random Forest, AdaBoost, XGBoost, and LightGBM. Students will gain hands on experience with industry-relevant tools through practical coding exercises and explore reinforcement learning and its connection with ensemble methods. The interactive structure includes lectures, topical discussions, and coding exercises, preparing students to tackle complex engineering problems in both academic and industrial settings.

The successful candidate should have extensive relevant industry experience and/or at least a PhD degree in Electrical & Electronic Engineering and a passion for teaching. Past teaching experience in a similar subject at Postgraduate Level (for EE6406) is preferred.

Further information about the School can be viewed at the following website:

EEE : https://www.ntu.edu.sg/eee/home

The successful candidate is expected to assume duty in January 2025 and is able to commit at least 5 months (1 semester) to this position.