Resources
- Introduction to Linear Algebra, by Gilbert Strang, 2009
- MIT 18.06, 2005
- MIT 18.06SC, 2011
- Linear Algebra and Learning from Data, by Gilbert Strang, 2019
- MIT 18.065, 2018
- Linear Algebra and its Applications, by David C.Lay, 2011
- 3Blu1Brown Channel
- Linear Algebra, Geometry and Computation, by Mark Crovella, 2020
- Mathematics for Machine Learning, by Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong, 2020
- Part I of the Deep Learning book, by Ian Goodfellow and Yoshua Bengio and Aaron Courville, 2016
Tools & Platforms
-
Python (+ numpy, tensorflow, scipy, matplotlib)
-
C++ (+ Eigen)
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