Silicon Soul

Articles tagged with Data

Silicon Soul Data Feed

1. What Is DuckDB?

   A brief introduction to DuckDB.

2. Introducing DuckLake

   A fantastic talk about the evolution of the Lakehouse/Lakehouse formats, and how the DuckLake format aims to improve upon its predecessors.

3. Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB, and Polars

   A review of the latest improvements to the Dask library and how it complements other components of the PyData stack.

4. Make Your pandas or Polars DataFrames Interactive With ITables 2.0

   Create interactive pandas and Polars DataFrames with ITables.

5. SQL Polyglot

   See how a SQL query executes across multiple databases in a convenient online tool.

6. 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.

7. 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.

8. Data Podcasts

   A collection of data-oriented podcasts.

9. Getting An Edge With Network Analysis With Python

   An introduction to network analysis and its application via Python.

10. 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.