Lecture Materials

Please note that only the figures for which we have permission are included from the textbook. Not all figures are available.

Additional Exercises

Additional exercises to be posted.

Datasets

Please note that we merely provide links to these datasets, and additional permission may be required from the dataset creators to use them. For any questions regarding the datasets, please contact the creators directly.

Software

Aston Zhang, Zachary C. Lipton, Mu Li, and Alexander J. Smola, Dive into Deep Learning, Cambridge University Press, 2023.

Ian Goodfellow, Yoshua Bengio, and Aaron Courville, Deep Learning, MIT Press, 2016.

Christopher M. Bishop and Hugh Bishop, Deep Learning: Foundations and Concepts, Springer, 2023.

Additional References

Additional references to be posted.