NTU ML

Instructor: HUNG-YI LEE, Associate professor of EE and CSIE of NTU

Course URL: https://www.youtube.com/playlist?list=PLJV_el3uVTsMhtt7_Y6sgTHGHp1Vb2P2J

Out-Line and Code Submissions: https://speech.ee.ntu.edu.tw/~hylee/ml/2021-spring.html

Syllabus

HW01: Regression

Use SGD or Adam to find a function that predicts the third day of people infected by SARS-CoV-2

HW02: Classification

Framewise phoneme prediction from speech.

HW03: CNN

Food classification using Convolutional Neural Network.

HW04: Self-Attention

Speaker classification