awesome-astro-datascience
List of resources for Astronomy Data Science
https://github.com/mpi-astronomy/awesome-astro-datascience
Last synced: 2 days ago
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Table of Contents
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Books
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Popular websites
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Techradar
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Towards data science
- Medium/Data Science
- devblogs/python
- KDnuggests
- Machine Learning Mastery
- Unofficial Google Data Science
- TechXplore/ML
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Blogs
- Hogg Blog
- gully - Santiago
- AAS Policy Blog
- Hogg Blog
- gully - Santiago
- astrobites - ph reader's digest
- Statistical Modeling Columbia
- Xi'An' OG
- Statistical Thinking
- Statisticians React to the News
- Robert Kosara
- Junk Charts
- Multiple Views
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Twitter
- Daniela Huppenkothen
- Dustin Lang
- Gautham Narayan
- Jake VanderPlas
- John Wu
- Joshua Bloom
- Josh Peek
- Marc Huertas-Company
- Michelle Ntampaka
- NOIRLab DataLab
- Peter Melchior
- Viviana Aquaviva
- Daniela Huppenkothen
- Dustin Lang
- Gautham Narayan
- Jake VanderPlas
- John Wu
- Joshua Bloom
- Josh Peek
- Marc Huertas-Company
- Michelle Ntampaka
- NOIRLab DataLab
- Peter Melchior
- Viviana Aquaviva
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Repositories
- Foundations of Astronomical Data Science
- Analytical Methods and Applications to Astrophysics and Astronomy
- Time Series Methods for Astronomy
- La Serena School for Data Science, 2023
- Astronomy Commons GitHub Org
- Astronomaly
- Rubin Observatory Tutorial Jupyter Notebooks for Data Preview 0
- general Jupyter Notebooks
- JWST Jupyter Notebooks
- Tutorials for creating figures, tables, or other content
- 2015 - 9M&list=PLKW2Azk23ZtQSHmwOpObPEr58Pe1rpIdB), [2020](https://www.youtube.com/user/SimonsFoundation/search?query=%22Astro%20Hack%20Week%22)
- Code/Astro Workshop Workshop materials
- ESCAPE data science summer school 2021
- Foundations of Astronomical Data Science
- Kavli 2019 Summer Program in Astrophysics Lectures
- Machine Learning and Statistics for Physicists
- Analytical Methods and Applications to Astrophysics and Astronomy
- Time Series Methods for Astronomy
- Big Data Physics: Methods of Machine Learning
- Astrostatistics and Machine Learning class for the MSc degree in Astrophysics at the University of Milan-Bicocca
- Machine Learning for Physics and Astronomy (2022-2023)
- Big Data in Astrophysics, Spring 2023
- ASTR 596: Fundamentals of Data Science, Spring 2023
- Astrostatistics, Vanderbuilt, Spring 2022
- La Serena School for Data Science, 2023
- GROWTH Astronomy School 2019 - messenger time domain astronomy
- NOIRLab DataLab GitHub Org
- SDSS
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Courses
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Other
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