CS-473

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LECTURE NOTES

  • SECTION 1: INTRODUCTION TO LEARNING THEORY
  • SECTION 2: BAYESIAN DECISION THEORY
  • SECTION 3: PARAMETER ESTIMATION
  • SECTION 4: NONPARAMETRIC TECHNIQUES
  • SECTION 5: LINEAR DISCRIMINANT FUNCTIONS
  • SECTION 6: DIMENSIONALITY ISSUES

Video Courses

  • 1. Video course 16/02
  • 2. Video course 18/02
  • 3. Video course 25/02
  • 4. Video course 02/03
  • 5. Video course 04/03
  • 6. Video course 11/03
  • 7. Video course 16/03
  • 8. Video course 30/03
  • 9. Video course 06/04
  • 10. Video course 13/04
  • 11. Video course 15/04
  • 12. Video course 11/05
  • 13. Video course 13/05
  • 14. Video course 20/05

BOOK NOTES

Pattern Classification

R. O. Duda, P. E. Hart, D. G. Stork, Wiley- Intersience, Second Edition, New York 2001
  • CHAPTER 1
  • CHAPTER 2
  • CHAPTER 3
  • CHAPTER 4
  • CHAPTER 5