termNinja / ds5-pytorch

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Pythonize your torches, PyTorch is here!

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Repository devoted to the technical tutorial I held at DataScience 5.0 conference.

Registration

Please, if attending workshop, register here

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Abstract

PyTorch is one of the most popular deep learning frameworks in the field of ML today. We will look to explore it, learn fundamentals and solve interesting challenges in it. Participants will also get to solve tasks prepared by the lecturer.

About instructor

Nemanja Mićović is a teaching assistant and PhD student at Faculty of Mathematics that is extremely passionate about teaching and learning. His PhD is primarily focused in the field of Deep Learning. He also works as an AI consultant for the company Lebo Apps GmbH and is the founder and main organizer of RISK (risk.matf.bg.ac.rs) - organization for programming at Faculty of Mathematics.

Where and when?

Previous knowledge

Knowledge of Python is required, and basics of Machine learning will greatly help you follow the tutorial. That means knowing what classification and regression are, knowing common loss functions and similar.

What next?

Consider completing the following courses:

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