Name |
type |
instructor |
textbook |
Introduction to Computer Programming A |
Computer Science |
Fengwei Zhang |
Deitel, P. ,Deitel, H., Java: How to Program (8/e), Prentice-Hall, 2010. |
Calculus I A |
Math |
Juexian Li |
Thomas' Calculus |
Calculus II A |
Math |
Rong Wang |
Thomas' Calculus |
Linear Algebra A |
Math |
Jing Yao |
Linear Algebra and Its Applications, 4th Edition, Gilbert Strang |
General Physics II B |
Physics |
Yuanzhen Chen |
David Halliday, Robert Resnick, Jearl Walker, Principles of Physics Extended International Student Version (10th
edition), Wiley 2014. |
General Physics II B |
Physics |
Junhao Lin |
David Halliday, Robert Resnick, Jearl Walker, Principles of Physics Extended International Student Version (10th
edition), Wiley 2014. |
Name |
type |
instructor |
textbook |
Computer Vision |
Computer Science |
Feng Zheng |
Computer Vision: Algorithms and Applications |
Data Structures and Algorithm Analysis |
Computer Science |
Mingxin He |
Data structures and algorithm analysis in Java, Mark Allen Weiss, 3rd edition |
Discrete Mathematics and its Applications |
Computer Science |
Yanqing Hu |
Kenneth Rosen, Discrete Mathematics and Its Applications, 7th Edition, Mc Graw Hill Education, 2012 |
Optimization Methods |
Computer Science |
Hisao Ishibuchi |
Edwin K. P. Chong, and Stanislaw H. Zak: An Introduction to Optimization, John Wiley & Sons. |
Artificial Intelligence B |
Computer Science |
Fang Kong |
Artificial Intelligence: A Modern Approach |
Big Data Analysis Software and Application (Hadoop or Spark) |
Data Science |
GunaHua Chen |
Learning Spark (Second edition), Jules Damji et.al, O'Reilly Media, 2020. |
Data Mining |
Data Science |
Pawel Polak |
Introduction to Statistical Learning |
Data Science Practice |
Data Science |
Hongxin Wei |
Data Science Handbook, O'Reilly Media |
Distributed Storage and Parallel Computing |
Data Science |
Peng Yang |
《Hadoop: The Definitive Guide》3rd Edition,Tom White,O'Reilly Media,2012 |
Foundations of Machine Learning |
Data Science |
Vibha Mane |
EMC Education Services, Data Science and Big Data Analytics, Wiley, 2015 |
Introduction to Data Science |
Data Science |
Yifang Ma |
McKinney, W. (2012). Python for data analysis: Data wrangling with Pandas, NumPy, and IPython. O'Reilly Media, Inc. |
Introduction to Visualization |
Data Science |
Klaus Mueller |
Interactive Data Visualization: Foundations, Techniques, and Applications, Second Edition by M. Ward, G. Grinstein, and D. Keim, 2015 |
Selected Topics in Frontiers of Statistics I |
Data Science |
Yanqing Hu |
Jure Leskovec, Anand Rajaraman, Jeffrey D. Ullman, Mining of Massive Datasets, Cambridge University Press 2010 |
Advanced Linear Algebra |
Math |
Yimao Chen |
Sheldon Axler, Linear Algebra Done Right, Third Edition, Springer |
Mathematical Analysis |
Math |
Changyu Xia |
Principles of Mathematical Analysis, W. Rudin |
Operational Research and Optimization |
Math |
Chao Wang |
Fred S. Hillier, Gerald J. Lieberman, Introduction to Operations Research, 10th Edition, McGraw-Hill Education |
Multivariate Statistical Analysis |
Statistics |
Xuejun Jiang |
应用多元分析第四版,上海财经大学出版社,王学民,2014年09月 |
Probability Theory |
Statistics |
Zhihui Liu |
Rice, J.A., Mathematical Statistics and Data Analysis, Duxbury Press |
Mathematical Statistics |
Statistics |
Guoliang Tian |
Guoliang T, Xuejun J, Mathematical Statistics |
Statistical Linear Models |
Statistics |
JianQing Shi |
D.C. Montgomery, E.A. Peck and G.G. Vining. (2013). Introduction to Linear Regression Analysis, Fifth Edition. |
Data Analysis |
Statistics |
Yan Yu |
An Introduction to Statistical Methods and Data Analysis |
Name |
type |
instructor |
textbook |
Fundamentals of Electric Circuits |
Electrical Engineering |
Zhen Gao |
Charles K. Alexander, Matthew N. O. Sadiku, Fundamentals of electric circuits (Fifth Edition) |
Fundamentals of Microelectronics and Integrated Circuit |
Electrical Engineering |
Yuanjing Lin |
Microelectronic Circuits, 8th Edition, Adel S Sedra & Kenneth C Smith & Tony Chan Carusone & Vincent Gaudet, Oxford University Press, 2019. |
Experiments of Fundamental Physics |
Experimental Physics |
Xiaofeng Wang et.al |
None |
Cases in FinTech |
Finance |
Xuning Yang |
None |
Introduction to Engineering |
General Engineering |
Bi Zhang |
None |
Introduction to Integrative System Design |
General Engineering |
Yuan Chen, Din Zhou |
Ulrich, Karl T. Product design and development. Tata McGraw-Hill Education, 2003. |
Key Elements for a Successful Startup |
Innovation |
Ping Shen |
New Venture Management: The Entrepreneur's Roadmap, 2nd Edition, Donald F. Kuratko, Jeffrey S. Hornsby, Routledge, 2018 |
Elementary Spanish |
Language |
MIGUEL ANGEL MARQUEZ MARTINEZ |
NUEVOSUEÑA1-A1+A2《新版走遍西班牙(1)》学生用书及练习册 |
On the Motif of Life: Life Narration and Philosophical Metaphor |
Humanities |
Yifang Wang |
None |
Nature, Wilderness and Civilization |
Humanities |
Shan Gao |
None |
A Short History of Western Music |
Music |
Hanhan Li |
Burkholder,Grout,Palisca,AHistoryofWesternMusic,8thEd.Vol.1-3 |
Rethinking America: Traditions and Trends |
Social Science |
Maurice Williams |
None |
Introduction to Frontiers in Social Sciences |
Social Science |
Yongming Zhou |
None |