本人USC EE MS, 有一个data science的track,好像是今年新增的,但是我看了看课表感觉理论课偏多,应用的比较少。-baidu 1point3acres
不知道有没有哪位好心前辈能帮忙分析一下?谢谢!. 1point 3 acres
不会发截图,我就把课表文字复制发一下上来,大家勉强看一下。. Χ Fundamental Courses:CSCI 455x Introduction to Programming Systems Design;EE 503 Probability for Electrical and Computer Engineers;EE 510 Linear Algebra for Engineering;
Data Science Infrastructure:EE 542 Internet and Cloud Computing;CSCI 551 Computer Communications;EE 553 Computational Solution of Optimization Problems;EE 565 Information Theory and Compression;CSCI 570 Analysis of Algorithms;CSCI 585 Database Systems;
Machine Learning:EE 500 Neural and Fuzzy Systems;EE 559 Mathematical Pattern Recognition;EE 5XX Mathematics of HighDimensional Data;EE 660 Machine Learning from Signals: Foundations and Methods;
Statistical Methods for Data Analytics:EE 517 Statistics for Engineers;MATH 541a Introduction to Mathematical Statistics;EE 563 Estimation Theory;EE 583 Statistical Signal Processing;. Χ
Signal Data Analytics:EE 483 Introduction to Digital Signal Processing;EE 592 Computational Methods for Inverse Problems;EE 596 Wavelets;EE 5XX Graph Signal Processing;
Visual Data Analytics:EE 569 Introduction to Digital Image Processing;EE 574 Computer Vision;EE 669 Multimedia Data Compression;
Speech and Language Data Analytics:EE 519 Speech Recognition and Processing for Multimedia;CSCI 544 Applied Natural Language Processing;EE 619 Advanced Topics in Automatic Speech Recognition;. Waral dи,