Special Chapters on Artificial Intelligence
2019 - 2020

Lecturer:   Assoc. Prof. Cristian Gaţu, Ph.D.

Announcements

Resources

Bibliography

  1. D. S. Moore, G. P. McCabe, B. Craig. Introduction to the Practice of Statistics. W. H. Freeman & Co., 2009.
  2. G. Cowan. Statistical Data Analysis. Clarendon Press, 1998.
  3. T. Hastie, R. Tibshirani and J. Friedman. The Elements of Statistical Learning, Springer, 2001. (URL)
  4. T.M. Mitchell. Machine Learning, McGraw-Hill, 1997.
  5. G. A. F. Seber, Linear Regression Analysis, John Wiley and Sons Inc., 1977.
  6. N.R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons Inc., 1966.
  7. E.J. Kontoghiorghes, Parallel Algorithms for Linear Models: Numerical Methods and Estimation Problems, Kluwer Academic Publishers, 2000.

Lecture notes

Practical works