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Material Collection

Version 37.1 by Judith Steinfeld on 2024/07/26 16:03

Learning and Teaching Materials for ErUM-Data-Scientist

Information

Are you an ErUM-Data-Scientist who wants to expand your digital skills or do you want to support (young/prospective) ErUM-Scientists in pursuing digital transformation?

With our material collection we want to provide an overview of existing materials and contacts by outlining where to find what.

The collection of existing materials is complemented by our own materials which include for example videos and slides from various workshops and schools organized by the ErUM-Data-Hub in collaboration with DIG-UM with which we reached over 800 participants so far.

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Basic Concepts

Neural Network Building Blocks (ausklappbar)

Mastering Model Building (ausklappbar)

Convolutional Neural Networks (ausklappbar)

Adcanced Concepts

Autoencoder (ausklappbar)

  • test

Transformers (ausklappbar)

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Normalizing Flows (ausklappbar)

  • test