Introductory Deep Learning Lectures

Lectures on Neural Networks and applications in Astronomy by IAC's IACDEEP ML/DL group.

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Tuesday November 4, 2025
Dr. Carlos Westendorp
Instituto de Astrofísica de Canarias

Abstract

First in the lecture series on deep learning for astronomy. This series is designed to provide clear and accessible introductions to key deep learning techniques, with examples of their applications to astronomical data and research. In the first session we shall provide a brief history of deep learning and introduce the intuition and basic math behind NNs, together with examples related to data fitting with basic NN (slides and code provided in .https://github.com/cwestend/IACDEEP_introNN/)


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Thursday February 5, 2026
Drs. Marina Dunn

Abstract

Second in the lecture series on deep learning for astronomy. This series is designed to provide clear and accessible introductions to key deep learning techniques, with examples of their applications to astronomical data and research.


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Thursday February 5, 2026
Dr. Marc Huertas-Company

Abstract

Third in the lecture series on deep learning for astronomy. This series is designed to provide clear and accessible introductions to key deep learning techniques, with examples of their applications to astronomical data and research.


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