Silicon Soul

Articles tagged with Data

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1. Excavating "Ground Truth" in AI: Epistemologies and Politics in Training Data With Kate Crawford

   An examination of the context that surrounds the architecture and contents of machine learning training sets.

2. Pandas Tutor: Using Pyodide to Teach Data Science at Scale

   An effective application of the Pyodide Python distribution to help learners visualize how the pandas library manipulates data.

3. Data Podcasts

   A collection of data-oriented podcasts.

4. Getting An Edge With Network Analysis With Python

   An introduction to network analysis and its application via Python.

5. As Project Jupyter Celebrates 20 Years, Fernando Pérez Reflects on How It Started, Open Science’s Impact and the Value of Diversity in Coding

   A moment to reflect on Project Jupyter, open science, and diversity with the creator of IPython.

6. Ditching Excel for Python – Lessons Learned From a Legacy Industry (2020)

   A reinsurance analyst documents their transition from Excel to Python.

7. Five Ways to Make AI a Greater Force for Good in 2021

   An outline of how to make AI research have a more positive impact on society in the new year.

8. I Visited 47 Sites. Hundreds of Trackers Followed Me.

   The New York Times participates in an experiment to demonstrate how extensive and invasive online tracking is.

9. Internet Archive and Center for Open Science Collaborate to Preserve Open Science Data

   The Internet Archive helps push forward the goals of open science.