# List of publications in data science

> This is a list of publications in data science, generally organized by order of use in a data analysis workflow. See the list of publications in statistics for more research-based and fundamental publications; while this list is more applied, business oriented, and cross-disciplinary. General article inclusion criteria are: Papers from notable practitioners or notable professors, […]

This is a list of **publications** in data science, generally organized by order of use in a data analysis workflow.

See the list of publications in statistics for more research-based and fundamental publications; while this list is more applied, business oriented, and cross-disciplinary.

General article inclusion criteria are:

- Papers from notable practitioners or notable professors, either with a Wikipedia page or reference to their notability

- Common knowledge all data professionals should know, with references validating this claim

- Highly cited applied statistics and machine learning publications

- Discussion-facilitating papers on the field of data science as a whole (for example, the *Attention Is All You Need* paper is arguably a landmark paper that can be added here, but it is specific to generative artificial intelligence, not for all practitioners of data)

Some reasons why a particular publication might be regarded as important:

- **Topic creator** – A publication that created a new topic

- **Breakthrough** – A publication that changed scientific knowledge significantly

…

*Source: [Wikipedia](https://en.wikipedia.org/wiki/List_of_publications_in_data_science)*

---

## Metadata

- **URL:** https://wpsearchai.com/list-of-publications-in-data-science/
- **Published:** 2026-01-28T18:50:44+00:00
- **Modified:** 2026-01-28T18:50:44+00:00
- **Author:** admin
- **Categories:** Data science