courses:xai:lab1

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courses:xai:lab1 [2024/10/04 09:31] – [Resouurces] admincourses:xai:lab1 [2024/11/25 07:33] (current) – admin
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 ====== Lab 1:  Introduction to working environment, basics of data manipulation and visualization ====== ====== Lab 1:  Introduction to working environment, basics of data manipulation and visualization ======
  
-===== Resouurces =====+===== Resources =====
   * Google Colab Notebook: [[https://colab.research.google.com/drive/1_3I1eIbo9tSkWRXeRTbfAYwUAwFR9bYU?usp=sharing|Colab]]   * Google Colab Notebook: [[https://colab.research.google.com/drive/1_3I1eIbo9tSkWRXeRTbfAYwUAwFR9bYU?usp=sharing|Colab]]
   * Datasets:   * Datasets:
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     * Jigsaw dataset {{ :courses:xai:jigsaw-snapshot-data.zip |}}     * Jigsaw dataset {{ :courses:xai:jigsaw-snapshot-data.zip |}}
   * Additional reading:   * Additional reading:
 +    * [[https://developers.google.com/machine-learning/crash-course/fairness| Google Deveoper ML course: Fairness]]
     * [[https://browse.arxiv.org/pdf/1901.10002.pdf|A Framework for Understanding Sources of Harm throughout     * [[https://browse.arxiv.org/pdf/1901.10002.pdf|A Framework for Understanding Sources of Harm throughout
 the Machine Learning Life Cycle]] the Machine Learning Life Cycle]]
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