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Material Collection

Version 44.1 by Judith Steinfeld on 2024/07/30 11:09

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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Filter Suchfunktion: Semantische Suche und vordefinierte Suchfilter zur Eingrenzung von Suchergebnissen

Tabelle

Title - topic (tags) - date - type (PDF, video, link to website) - kind (ttt, school, workshop...) - (author)

Table: https://extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Macro  https://extensions.xwiki.org/xwiki/bin/view/Extension/Livetable%20Exporter%20Macro/

titletopic (tags)leveldatetypekindauthor
neural network building blocksbasic02/2024

PDF

lecture

Dr. Andrea Santamaria Garcia,

Chenran Xu

Introduction to Articifial Networks - Pt. 2 neural network building blocksbasic02/2024

PDF

lecture

Dr. Andrea Santamaria Garcia,

Chenran Xu

Tutorials - Introduction to Artificial Networksneural network building blocksbasic 

Link

 

tutorial 
       
       
       
       
       
       

Basic Concepts

Neural Network Building Blocks

Mastering Model Building

Convolutional Neural Networks

Adcanced Concepts

Autoencoder

  • test

Transformers (ausklappbar)

  • test

Normalizing Flows (ausklappbar)

  • test