NEU内部专业求比较 ECE vs IS
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lz是准备转码，目前手上有NEU的两个AD，分别是IS和ECE的Computer Vision, Machine Learning, and Algorithms方向，都是工程学院底下的专业。就是很纠结到底哪个更好转码呢？看地里大家转码的跳板大都是IS专业，但是我看ECE这个方向也是全部可以修成CS课的，下面放下我认为和转码沾边大的课表吧，也方便后人参考了：
IS修32学分，就是8门：
CSYE 6200. Concepts of Object-Oriented Design. 4 Hours.
CSYE 6202. Concepts of Object-Oriented Design with C#. 4 Hours.
CSYE 6205. Concepts of Object-Oriented Design with C++. 4 Hours.
CSYE 6220. Enterprise Software Design. 4 Hours.
CSYE 6225. Network Structures and Cloud Computing. 4 Hours.
CSYE 6230. Operating Systems. 4 Hours. 这个看起来超重要
CSYE 7200. Big-Data System Engineering Using Scala. 4 Hours.
CSYE 7215. Foundations of Parallel, Concurrent, and Multithreaded Programming. 4 Hours.
CSYE 7245. Big-Data Systems and Intelligence Analytics. 4 Hours.
CSYE 7250. Big Data Architecture and Governance. 4 Hours.
CSYE 7270. Building Virtual Environments. 4 Hours.
CSYE 7280. User Experience Design and Testing. 4 Hours.
CSYE 7374. Special Topics in Computer Systems Engineering. 4 Hours.
CSYE 7945. Software Engineering Project. 4 Hours.
INFO 5100. Application Engineering and Development. 4 Hours. 这门是必修
INFO 6101. Data Science Engineering with Python. 4 Hours.
INFO 6105. Data Science Engineering Methods and Tools. 4 Hours.
INFO 6150. Web Design and User Experience Engineering. 4 Hours.
INFO 6205. Program Structure and Algorithms. 4 Hours.
INFO 6210. Data Management and Database Design. 4 Hours.
INFO 6250. Web Development Tools and Methods. 4 Hours.
INFO 6350. Smartphones-Based Web Development. 4 Hours.
INFO 7245. Agile Software Development. 4 Hours.
INFO 7250. Engineering of Big-Data Systems. 4 Hours.
INFO 7255. Advanced Big-Data Applications and Indexing Techniques. 4 Hours.
INFO 7275. Advanced Database Management Systems. 4 Hours.
INFO 7390. Advances in Data Sciences and Architecture. 4 Hours.
INFO 7610. Special Topics in Natural Language Engineering Methods and Tools. 4 Hours.
ECE的CVMLA方向则是20学分深度课程，8学分广度课程，还有4学分深度广度均可，同样是共32学分：
深度：
EECE 5640 - High-Performance Computing 4.00
EECE 5642 - Data Visualization 4.00
EECE 5644 - Introduction to Machine Learning and Pattern Recognition 4.00
EECE 7204 - Applied Probability and Stochastic Processes 4.00
EECE 7205 - Fundamentals of Computer Engineering 4.00
EECE 7323 - Numerical Optimization Methods 4.00
EECE 7345 - Big Data and Sparsity in Control, Machine Learning, and Optimization 4.00
EECE 7352 - Computer Architecture 4.00
EECE 7360 - Combinatorial Optimization 4.00
EECE 7397 - Advanced Machine Learning 4.00
CS 5100 - Foundations of Artificial Intelligence 4.00
CS 6200 - Information Retrieval 4.00
CS 6220 - Data Mining Techniques 4.00
CS 7800 - Advanced Algorithms 4.00
MATH 7233 - Graph Theory
广度：
EECE 7368 - High-Level Design of Hardware-Software Systems 4.00
EECE 7374 - Fundamentals of Computer Networks 4.00
EECE 7376 - Operating Systems: Interface and Implementation 4.00
CS 5200 - Database Management Systems 4.00
CS 5600 - Computer Systems 4.00
CS 5770 - Software Vulnerabilities and Security 4.00
CS 6410 - Compilers 4.00
CS 6510 - Advanced Software Development 4.00
CS 6740 - Network Security 4.00
CS 6750 - Cryptography and Communications Security 4.00
CS 6760 - Privacy, Security, and Usability 4.00
此外，按照官网所说
Excluded Courses for All MSECE Concentrations:
Courses from the following subject areas may not count toward any concentration within the MSECE program: CSYE, ENSY, EMGT, INFO, SBSY, TELE
The following CS courses may not count toward any concentration within the MSECE program:
CS 5010 - Programming Design Paradigm 4.00
CS 5320 - Digital Image Processing 4.00
CS 5330 - Pattern Recognition and Computer Vision 4.00
CS 5340 - Computer/Human Interaction 4.00
CS 5520 - Mobile Application Development 4.00
CS 5610 - Web Development 4.00
CS 5700 - Fundamentals of Computer Networking 4.00
CS 5800 - Algorithms 4.00
CS 6350 - Empirical Research Methods 4.00
CS 6710 - Wireless Network 4.00
ECE应该除了列出来的课，有一些CS课是肯定不给选的，貌似这个管理比较严格，猜测是ECE都想着转码把学校搞毛了2333
总体来看，IS应该是比较全面，自由度也挺高的，还能转其他校区。但是ECE-CVMLA的优势则是可以选一些正统CS课，并且有ML相关的课程。但是ECE的CS课程有些残缺，在EECE课下面有一门Operating Systems: Interface and Implementation不知和正常的OS区别大不大，而且有些有先修课的要求，可能还不能选。
好吧…其实我写完已经有些倾向IS了，不过还是想听听大家的意见，主要是对于转码的课程设置上面的问题，毕竟之前是做强电的，没有CS专业课的熟悉度，没修过理解可能会有偏差。
补充内容 (2019-2-18 19:41):
下面有学长补充，ECE-CVLA限制只能修12学分也就是3门CS课号的课，请大家注意！！
补充内容 (2019-2-18 21:59):
上述限制学校文件的截图补充在了26楼
补充内容 (2019-2-22 18:48):
刚刚decline掉了ECE，祝各位还在等待的同学好运~
IS修32学分，就是8门：
CSYE 6200. Concepts of Object-Oriented Design. 4 Hours.
CSYE 6202. Concepts of Object-Oriented Design with C#. 4 Hours.
CSYE 6205. Concepts of Object-Oriented Design with C++. 4 Hours.
CSYE 6220. Enterprise Software Design. 4 Hours.
CSYE 6225. Network Structures and Cloud Computing. 4 Hours.
CSYE 6230. Operating Systems. 4 Hours. 这个看起来超重要
CSYE 7200. Big-Data System Engineering Using Scala. 4 Hours.
CSYE 7215. Foundations of Parallel, Concurrent, and Multithreaded Programming. 4 Hours.
CSYE 7245. Big-Data Systems and Intelligence Analytics. 4 Hours.
CSYE 7250. Big Data Architecture and Governance. 4 Hours.
CSYE 7270. Building Virtual Environments. 4 Hours.
CSYE 7280. User Experience Design and Testing. 4 Hours.
CSYE 7374. Special Topics in Computer Systems Engineering. 4 Hours.
CSYE 7945. Software Engineering Project. 4 Hours.
INFO 5100. Application Engineering and Development. 4 Hours. 这门是必修
INFO 6101. Data Science Engineering with Python. 4 Hours.
INFO 6105. Data Science Engineering Methods and Tools. 4 Hours.
INFO 6150. Web Design and User Experience Engineering. 4 Hours.
INFO 6205. Program Structure and Algorithms. 4 Hours.
INFO 6210. Data Management and Database Design. 4 Hours.
INFO 6250. Web Development Tools and Methods. 4 Hours.
INFO 6350. Smartphones-Based Web Development. 4 Hours.
INFO 7245. Agile Software Development. 4 Hours.
INFO 7250. Engineering of Big-Data Systems. 4 Hours.
INFO 7255. Advanced Big-Data Applications and Indexing Techniques. 4 Hours.
INFO 7275. Advanced Database Management Systems. 4 Hours.
INFO 7390. Advances in Data Sciences and Architecture. 4 Hours.
INFO 7610. Special Topics in Natural Language Engineering Methods and Tools. 4 Hours.
ECE的CVMLA方向则是20学分深度课程，8学分广度课程，还有4学分深度广度均可，同样是共32学分：
深度：
EECE 5640 - High-Performance Computing 4.00
EECE 5642 - Data Visualization 4.00
EECE 5644 - Introduction to Machine Learning and Pattern Recognition 4.00
EECE 7204 - Applied Probability and Stochastic Processes 4.00
EECE 7205 - Fundamentals of Computer Engineering 4.00
EECE 7323 - Numerical Optimization Methods 4.00
EECE 7345 - Big Data and Sparsity in Control, Machine Learning, and Optimization 4.00
EECE 7352 - Computer Architecture 4.00
EECE 7360 - Combinatorial Optimization 4.00
EECE 7397 - Advanced Machine Learning 4.00
CS 5100 - Foundations of Artificial Intelligence 4.00
CS 6200 - Information Retrieval 4.00
CS 6220 - Data Mining Techniques 4.00
CS 7800 - Advanced Algorithms 4.00
MATH 7233 - Graph Theory
广度：
EECE 7368 - High-Level Design of Hardware-Software Systems 4.00
EECE 7374 - Fundamentals of Computer Networks 4.00
EECE 7376 - Operating Systems: Interface and Implementation 4.00
CS 5200 - Database Management Systems 4.00
CS 5600 - Computer Systems 4.00
CS 5770 - Software Vulnerabilities and Security 4.00
CS 6410 - Compilers 4.00
CS 6510 - Advanced Software Development 4.00
CS 6740 - Network Security 4.00
CS 6750 - Cryptography and Communications Security 4.00
CS 6760 - Privacy, Security, and Usability 4.00
此外，按照官网所说
Excluded Courses for All MSECE Concentrations:
Courses from the following subject areas may not count toward any concentration within the MSECE program: CSYE, ENSY, EMGT, INFO, SBSY, TELE
The following CS courses may not count toward any concentration within the MSECE program:
CS 5010 - Programming Design Paradigm 4.00
CS 5320 - Digital Image Processing 4.00
CS 5330 - Pattern Recognition and Computer Vision 4.00
CS 5340 - Computer/Human Interaction 4.00
CS 5520 - Mobile Application Development 4.00
CS 5610 - Web Development 4.00
CS 5700 - Fundamentals of Computer Networking 4.00
CS 5800 - Algorithms 4.00
CS 6350 - Empirical Research Methods 4.00
CS 6710 - Wireless Network 4.00
ECE应该除了列出来的课，有一些CS课是肯定不给选的，貌似这个管理比较严格，猜测是ECE都想着转码把学校搞毛了2333
总体来看，IS应该是比较全面，自由度也挺高的，还能转其他校区。但是ECE-CVMLA的优势则是可以选一些正统CS课，并且有ML相关的课程。但是ECE的CS课程有些残缺，在EECE课下面有一门Operating Systems: Interface and Implementation不知和正常的OS区别大不大，而且有些有先修课的要求，可能还不能选。
好吧…其实我写完已经有些倾向IS了，不过还是想听听大家的意见，主要是对于转码的课程设置上面的问题，毕竟之前是做强电的，没有CS专业课的熟悉度，没修过理解可能会有偏差。
补充内容 (2019-2-18 19:41):
下面有学长补充，ECE-CVLA限制只能修12学分也就是3门CS课号的课，请大家注意！！
补充内容 (2019-2-18 21:59):
上述限制学校文件的截图补充在了26楼
补充内容 (2019-2-22 18:48):
刚刚decline掉了ECE，祝各位还在等待的同学好运~
