Textbooks or lecture notes
Astronomy, Astrophysics and Cosmology
- Textbook on spherical astronomy, by W. M. Smart, and R. M. Green. Cambridge University Press, 1977.
Technical books or manuals
(Astro)Statistics, Data Mining, Machine Learning and AI
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Introduction to Statistical Machine Learning, by Masashi Sugiyama. Elsevier Inc., 2016.
- 中文版：统计机器学习导论 ，杉山将（著）；肖竹，谢宁，李柏杨（译），机械工业出版社，2018.
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Data Science at the Command Line, by Jeroen Janssens. O’Reilly Media, Inc., 2014/2021
- 中文版：命令行中的数据科学，Jeroen Janssens（著）；王晓伟，刘峰（译），人民邮电出版社，2015.
Python, R and other languages
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Introducing Python: modern computing in simple packages, by Bill Lubanovic. O’Reilly Media, Inc., 2014.
- 中文版：Python语言及其应用 ，Bill Lubanovic (著) ；梁杰 , 丁嘉瑞 , 禹常隆 (译)，人民邮电出版社，2016.
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Python Data Science Handbook: Essential Tools for Working with Data, by VanderPlas, Jake. O’Reilly Media, Inc., 2016.
Databases, SQL and so on
- High Performance MySQL, by Baron Schwartz, Peter Zaitsev, Vadim Tkachenko. O’Reilly Media, Inc., 2012.
- 中文版：高性能MySQL ，Baron Schwartz, Peter Zaitsev, Vadim Tkachenko（著）；: 宁海元，周振兴，彭立勋，翟卫祥，刘辉(译)，电子工业出版社，2013.