# yds infrastructure of big data

- Course page: https://yandexdataschool.ru/course/big-data-infrastructure

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## References by-subject

- Linear algebra:
- Strang: https://twitter.com/newkozlukov/status/1259605393401163783
- Very high-level (watch through and refer elsewhere for details)
- Matrix-decompositions style
- Carl De Boor
- "Numerical functional analysis", https://web.archive.org/web/20200215024613/http://pages.cs.wisc.edu/~deboor/cs717.html
- "Applied linear algebra", https://web.archive.org/web/20200215024703/http://pages.cs.wisc.edu/~deboor/ma443.html
- Similar, more details
- Calculus
- TBC?
- Combinatorics
- TBC?
- Probabilities
- TBC?
- Algorithms
- TBC?
- Data Science
- TBC?

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## General read

- Terry Tao's blog: https://terrytao.wordpress.com/