Books:
Bishop, C. M., & Bishop, H. (2023). Deep learning: Foundations and concepts. Springer Nature. (DLFC)
Bishop, C. M. (2006). Pattern recognition and machine learning (Vol. 4, No. 4, p. 738). New York: springer.
What we have done so far:
Chapters 1,4,5,6,7,8 of DLFC
Exercises:
First set of problems: 4.1 to 4.7 from DLFC
Second set of problems: 5.2, 5.3, 5.7, 5.10, 5.18 to 5.24 from DLFC
Third set of problems: 6.4 to 6.9 and 6.11 to 6.15 from DLFC
Fourth set of problems: 7.1, 7.4, 7.5, 7.8, 7.12, 8.1, 8.14 from DLFC
Class notes (From original lecture notes by R Kühn and C Cammarota)
Exercises:
Set of problems (version 13.02.2026)
Recommendations:
Watch this video series on chaos (available in French and many other languages)