Course Name

分散式機器學習系統
Distributed Machine Learning System

Instructor

周承復 Cheng-Fu Chou

Email:ccf[at]csie.ntu.edu.tw
Office:德田館(CSIE Building)R517

Lecture Time

星期三 第 7, 8, 9 節
14:20 ~ 17:20, Wednesday

Lecture Room

德田館 R105
CSIE Building, R105

TAs

李奕皓
Email: yihao[at]cmlab.csie.ntu.edu.tw

陳柏文
Email: jonathan1002[at]cmlab.csie.ntu.edu.tw

Grading

TBA

Objective

We look at the performance as well as design issues of large-scale machine learning application that is deployed in practice. After taking this course, students, who basic models and the basic algorithms, are able to modify those models (or systems) in a bunch of different ways such that the systems could run faster and more efficiently. That is, these modifications are really important—they often are what make the system tractable to run on the data it needs to process.