Open-Source Spotlight - Ibis - Chloe He
Автор: DataTalksClub ⬛
Загружено: 2024-07-24
Просмотров: 1322
Ibis: the portable Python data frame library
Timecodes:
00:00 Intro
00:56 What does it mean for Ibis to be a portable dataframes library?
2:40 Demo: analyzing IMDB data using Ibis
4:21 Connect to DuckDB from Ibis
7:14 Data cleaning using Ibis
10:26 Interspersing plain SQL with Ibis methods
13:30 Chaining queries to find the top 10 best movies by rating
18:31 Execute the same expression in Postgres!
20:12 Can I execute some transformation in DuckDB and write the results to Postgres?
22:06 Ibis streaming
24:18 How to contribute to Ibis?
26:44 Zulip community
27:51 What’s on the roadmap for Ibis?
29:57 Advice: be more open-minded and step out of your comfort zone
Links:
GitHub repo: https://github.com/ibis-project/ibis
Documentation: https://ibis-project.org/
Zulip community: https://ibis-project.zulipchat.com/
LinkedIn: / ibis-project
Twitter/X: https://x.com/IbisData
Free LLM course: https://github.com/DataTalksClub/llm-...
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