哥大Master CS 方向
115898
哥大的CS Master 需要在下面的几个方向中选一个。
我在Software Systems 和Machine Learning之前犹豫不决，之所以发在这个板块下就是想听听各位找工大牛说说这两个方向的就业前景，两个方向毕业后都是做什么工作，有什么差异。有很多大牛都说没什么区别，但是我的基础不咋地，原来是EE的，还带靠这些课程来个系统的提高。
Computational Biology Computer SecurityFoundations of Computer Science Machine Learning Natural Language Processing Network Systems Software Systems Vision and GraphicsMS PersonalizedMS Thesis
万分感谢。下面是两个方向的要求课表：
THE SOFTWARE SYSTEMS TRACK
THE MACHINE LEARNING TRACK
我在Software Systems 和Machine Learning之前犹豫不决，之所以发在这个板块下就是想听听各位找工大牛说说这两个方向的就业前景，两个方向毕业后都是做什么工作，有什么差异。有很多大牛都说没什么区别，但是我的基础不咋地，原来是EE的，还带靠这些课程来个系统的提高。
Computational Biology Computer SecurityFoundations of Computer Science Machine Learning Natural Language Processing Network Systems Software Systems Vision and GraphicsMS PersonalizedMS Thesis
万分感谢。下面是两个方向的要求课表：
THE SOFTWARE SYSTEMS TRACK
| [align="right"][align="center"]Course ID[/align][/align] | [align="right"][align="center"]Title[/align][/align] |
| [align="right"][align="left"]COMS W4111[/align][/align] | [align="right"][align="left"]Introduction to Databases[/align][/align] |
| [align="right"][align="left"]COMS W4112[/align][/align] | [align="right"][align="left"]Database System Implementation[/align][/align] |
| [align="right"][align="left"]COMS W4117[/align][/align] | [align="right"][align="left"]Compilers and Interpreters[/align][/align] |
| [align="right"]COMS W4130[/align] | [align="right"][align="left"]Principles and Practice of Parallel Programming[/align][/align] |
| [align="right"]COMS W4156[/align] | [align="right"][align="left"]Advanced Software Engineering (only for students who first enrolled prior to Fall 2014)[/align][/align] |
| [align="right"][align="left"]COMS W4170[/align][/align] | [align="right"][align="left"]User Interface Design[/align][/align] |
| [align="right"][align="left"]COMS W4187[/align][/align] | [align="right"][align="left"]Security Architecture and Engineering[/align][/align] |
| [align="right"][align="left"]COMS W4444[/align][/align] | [align="right"][align="left"]Programming and Problem Solving[/align][/align] |
| [align="right"][align="left"]COMS W4460[/align][/align] | [align="right"][align="left"]Principles of Innovation and Entrepreneurship[/align][/align] |
| [align="right"][align="left"]COMS W4995*[/align][/align] | [align="right"][align="left"]Topics in Computer Science (Fall 2014: DISTRIBUTED SYS FUNDAMENTALS)[/align][/align] |
| [align="right"][align="center"]Course ID[/align][/align] | [align="right"][align="center"]Title[/align][/align] |
| [align="right"][align="left"]COMS E6111[/align][/align] | [align="right"][align="left"]Advanced Database Systems[/align][/align] |
| [align="right"][align="left"]COMS E6117[/align][/align] | [align="right"][align="left"]Topics in Programming Languages and Translators[/align][/align] |
| [align="right"][align="left"]COMS E6118[/align][/align] | [align="right"][align="left"]Operating Systems II[/align][/align] |
| [align="right"]COMS E6121[/align] | [align="right"][align="left"]Reliable Software[/align][/align] |
| [align="right"]COMS E6123[/align] | [align="right"][align="left"]Programming Environments and Software Tools[/align][/align] |
| [align="right"][align="left"]COMS E6125[/align][/align] | [align="right"][align="left"]Web-Enhanced Information Management[/align][/align] |
| [align="right"][align="left"]COMS E6901*[/align][/align] | [align="right"][align="left"]Projects in Computer Science[/align][/align] |
| [align="right"][align="left"]COMS E6998*[/align][/align] | [align="right"][align="left"]Topics in Computer Science (Fall 2014: ADV TPCS PROG LANG COMPILERS,CLOUD COMPUTING & BIG DATA)[/align][/align] |
THE MACHINE LEARNING TRACK
| [align="right"][align="center"]Course ID[/align][/align] | [align="right"][align="center"]Title[/align][/align] |
| [align="center"][align="left"]COMS W4252[/align][/align] | [align="right"][align="left"]Introduction to Computational Learning Theory[/align][/align] |
| [align="center"][align="left"]COMS W4771 or COMS W4721*[/align][/align] | [align="right"][align="left"]Machine Learning/Machine Learning for Data Science[/align][/align] |
| [align="center"][align="left"]COMS W4772[/align][/align] | [align="right"][align="left"]Advanced Machine Learning[/align][/align] |
| [align="right"][align="center"]Course ID[/align][/align] | [align="right"][align="center"]Title[/align][/align] |
| [align="center"][align="left"]COMS W4111[/align][/align] | [align="right"][align="left"]Introduction to Databases[/align][/align] |
| [align="center"][align="left"]COMS W4252[/align][/align] | [align="right"][align="left"]Introduction to Computational Learning Theory [/align][/align] |
| [align="center"][align="left"]CSOR W4246[/align][/align] | [align="right"][align="left"]Algorithms for Data Science[/align][/align] |
| [align="center"][align="left"]COMS W4705[/align][/align] | [align="right"][align="left"]Intro to Natural Language Processing[/align][/align] |
| [align="center"][align="left"]COMS W4731[/align][/align] | [align="right"][align="left"]Computer Vision[/align][/align] |
| [align="center"][align="left"]COMS W4733[/align][/align] | [align="right"][align="left"]Computational Aspects of Robotics[/align][/align] |
| [align="center"][align="left"]COMS W4737[/align][/align] | [align="right"][align="left"]Biometrics[/align][/align] |
| [align="center"][align="left"]COMS W4761[/align][/align] | [align="right"][align="left"]Computational Genomics[/align][/align] |
| [align="center"][align="left"]COMS W4771 or COMS W4721*[/align][/align] | [align="right"][align="left"]Machine Learning/Machine Learning for Data Science[/align][/align] |
| [align="center"][align="left"]COMS W4772[/align][/align] | [align="right"][align="left"]Advanced Machine Learning [/align][/align] |
| [align="center"][align="left"]COMS W4776[/align][/align] | [align="right"][align="left"]Machine Learning for Data Science[/align][/align] |
| [align="center"]COMS W4995[/align] | [align="right"][align="left"]Intro Social Networks[/align][/align] |
| [align="center"][align="left"]COMS E6111[/align][/align] | [align="right"][align="left"]Advanced Database Systems[/align][/align] |
| [align="center"][align="left"]COMS E6253[/align][/align] | [align="right"][align="left"]Advanced Topics in Computational Learning Theory[/align][/align] |
| [align="center"][align="left"]COMS E6717 (ELEN E6717)[/align][/align] | [align="right"][align="left"]Information Theory[/align][/align] |
| [align="center"][align="left"]COMS E6735[/align][/align] | [align="right"][align="left"]Visual Databases[/align][/align] |
| [align="center"][align="left"]COMS E6737[/align][/align] | [align="right"][align="left"]Biometrics[/align][/align] |
| [align="center"][align="left"]COMS E6901[/align][/align] | [align="right"][align="left"]Projects in Computer Science[/align][/align] |
| [align="center"][align="left"]COMS E6998[/align][/align] | [align="right"][align="left"]Search Engine Technology[/align][/align] |
| [align="center"][align="left"]COMS E6998[/align][/align] | [align="right"][align="left"]Network Theory[/align][/align] |
| [align="center"][align="left"]COMS E6998[/align][/align] | [align="right"][align="left"]Algorithmic Game Theory[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Statistical Methods for NLP[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]NLP for the Web[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Advanced Topic in Machine Learning[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Machine Translation[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Machine Learning for NLP[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Intro/Distributed Data Mining[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Analysis of social Info. Nets[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Algorithms/Deal/Massive Data[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Econ of Social Networks[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Social Networks[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]CV and ML an Mobile Platforms[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Data Science & Entrepreneurship[/align][/align] |
| [align="center"]COMS E6998*[/align] | [align="right"][align="left"]Fund of Speaker Recognition/Fund of Speech Recognition[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Bayesian Analysis for NLP[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Sublinear Time Algos Learning[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Semantic Tech in IBM Watson[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Cloud and Big Data[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]Digitally Mediated Storytelling[/align][/align] |
| [align="center"]COMS E6998[/align] | [align="right"][align="left"]High-Dimensional Data Analysis[/align][/align] |
| [align="center"]CSEE E6892[/align] | [align="right"][align="left"]Bayesian Models in Machine Learning[/align][/align] |
| [align="center"]CSEE E6898[/align] | [align="right"][align="left"]Large-Scale Machine Learning[/align][/align] |
| [align="center"]CSEE E6898[/align] | [align="right"][align="left"]Sparse Signal Modeling[/align][/align] |
| [align="center"]EEBM E6040[/align] | [align="right"][align="left"]Neural Networks and Deep Learning[/align][/align] |
| [align="center"]EECS E6893[/align] | [align="right"][align="left"]Big Data Analytics[/align][/align] |
| [align="center"]EECS E6895[/align] | [align="right"][align="left"]Topic Adv Big Data Analytics[/align][/align] |
| [align="center"][align="left"]IEOR E6613[/align][/align] | [align="right"][align="left"]Optimization I[/align][/align] |
| [align="center"]IEOR E8100[/align] | [align="right"][align="left"]Optimization Methods in Machine Learning[/align][/align] |
| [align="center"][align="left"]SIEO 4150 or STAT W4201[/align][/align] | [align="right"][align="left"]Probability and Statistics/Advanced Data Analysis[/align][/align] |
| [align="center"]STAT W4240[/align] | [align="right"][align="left"]Data Mining[/align][/align] |
| [align="center"]STAT W4249[/align] | [align="right"][align="left"]Applied Data Science[/align][/align] |
| [align="center"]STAT G4400[/align] | [align="right"][align="left"]Statistical Machine Learning[/align][/align] |
| [align="center"]STAT W4700[/align] | [align="right"][align="left"]Probability and Statistics[/align][/align] |
| [align="center"][align="left"]STAT G6101[/align][/align] | [align="right"][align="left"]Statistical Modeling and Data Analysis I[/align][/align] |
| [align="center"][align="left"]STAT G6104[/align][/align] | [align="right"][align="left"]Computational Statistics[/align][/align] |
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