Workshop on Machine Learning techniques

 

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A speciall session of the  Workshops on Machine Learning techniques for Institute of Physics, Polish Academy of Science. Workshop covers basics of machine learning.  During the workshops will be construct a fully operational neural network performing a classification task.  Prior experience and/or knowledge in this subject in not required.

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The Workshop program

24.02.2023 (Friday)

09:15 – 10:00 – Introduction to tools used in Machine Learning (A.Kalinowski)

10:00 – 10:15 – break

10:15 – 11:00 – Introduction to Machine Learning concepts (A.Kalinowski)

11:00 – 12:15 – lunch break

12:15 – 13:00 – Simple neural network – implementation in PyTorch (Sz. Nowakowski)

13:00 – 13:15 – break

13:15 – 14:00 – Autoencoders – introduction and examples (M. Bukowicki)

14:00 – 14:15 – break

14:15 – 15:00 – Implementation of Autoencoders (M. Bukowicki)