Main group 1

• James, Gareth et al., An introduction to statistical learning: with applications in R, New York, NY, Springer, 2013Compulsory*
• V. Chernozhukov, C. Hansen, N. Kallus, M. Spindler, Applied Causal Inference Powered by ML and AI, MIT, 2024, Available onlineCompulsory*
• Prince, Simon J. D., Understanding deep learning, Cambridge, Massachusetts, The MIT Press, [2023]Compulsory*
• Bishop, Christopher M.; Bishop, Hugh, Deep learning.: foundations and concepts, First edition., Cham, Switzerland, Springer, 2024Compulsory*

* Compulsory