Robby T. Tan

Associate Professor
Yale-NUS College
Also, Electrical and Computer Engineering, NUS

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YNC: Machine Learning

This module is about statistical machine learning covering basic probabilistic inferences, linear models, kernel methods, graphical models, approximate inference, sampling methods, and sequential data.

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YNC: Computer Vision and Deep Learning

The goal of computer vision is to enable computers to recognize the world through visual information, such as, images or videos. Deep learning is currently the most important technique in computer vision.

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YNC: Advanced Algorithms and Data Structures

This module focuses on algorihtm analysis, namely the computational complexity of recurrent algorithms, randomized algorithms, amortized algorithms, etc. Aside from analysis, it also covers both fundamental and advanced algorithms/data structures.

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ECE: Visual Computing

This is a graduate level module on some advanced topics in computer vision.

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