Courses List

A

  1. Linear Algebra (MIT)
  2. Essence of Linear Algebra (3Blue1Brown)
  3. Matrix Methods in Data Analysis, Signal Processing, and Machine Learning (MIT)
  4. Structure and Interpretation of Computer Programs (UC Berkeley)
  5. Data Structures (CUHK)
  6. Design and Analysis of Algorithms (CUHK)
  7. Electronic Health Records Analysis (PKU)
  8. Data Mining and Knowledge Discovery (CUHK)
  9. Machine Learning (Stanford)
  10. Deep Learning (Chinese)
  11. Machine Learning on Graph (Stanford)
  12. Probabilistic Graphical Models (CMU)
  13. Machine Learning for Healthcare (MIT)

Paper Writing Skills

  1. LaTeX

MPU

  1. MPU

Others

  1. IEEE Xplore
  2. ACM Digital Library
  3. Journal Citation Reports
  4. The Computing Research and Education Association of Australasia
  5. LetPub
  6. Google Scholar Metric