Online Learning Resources

杜碧升 Bisheng Du, PhD, Professor Department of Management Science & Engineering Business School, Ningbo University, Zhejiang, China Homepage www.dubisheng.com Email \(\tt {dubisheng@nbu.edu.cn}\)

Online Video Courses

• Statistics 110: Probability, Youtube playlist. Statistics 110 (Probability) has been taught at Harvard University by Joe Blitzstein (Professor of the Practice in Statistics, Harvard University) each year since 2006.

• STA4821: Stochastic Models, www, Instructor: Prof. Robert B. Cooper, FAU

• MAP6264: Queueing Theory, www, Instructor: Prof. Robert B. Cooper, FAU

• MAP6265: Advanced Queueing Theory, Instructor: Prof. Robert B. Cooper, Florida Atlantic University. Dept. of Computer & Electrical Engineering and Computer Science.

• Tutorials on Bayesian Nonparametrics

• OR courses list

Online Study Materials

• MS&E311 Optimization (By Stanford Professor: Yinyu Ye)

• MS&E310 Linear Optimization (By Stanford Professor: Yinyu Ye)

• ORIE 6300 Mathematical Programming I (By Cornell Damek Davis)

• ORIE 6340 Mathematics of Data Science (By Cornell Damek Davis)

• EE236A - Linear Programming (By Prof. L. Vandenberghe, UCLA)

• ECE236B - Convex Optimization (By Prof. L. Vandenberghe, UCLA)

• ECE236C - Optimization Methods for Large-Scale Systems (By Prof. L. Vandenberghe, UCLA)

• CS 15-892 Foundations of Electronic Marketplaces (By Prof. Tuomas Sandholm, CMU)

• CS 10-315 Machine Learning: Spring 2019 (By Prof. Maria-Florina Balcan, CMU)

• 【厦门大学方匡南课程】Data Mining and Machine Learning（本科）

• 【厦门大学方匡南课程】Statistical Learning（研究生）

Online Learning Materials

• Myron Hlynka's Queueing Theory Page

Online Ebooks

• 预测：方法与实践(中文翻译版)
  Forecasting: Principles and Practice, Rob J Hyndman and George Athanasopoulos

Data Science

• 李丰在线课程资源