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Mathematics
The foundational language of algorithms, data structures, and the theoretical underpinnings of AI. Dive into linear algebra, calculus, probability, and optimization.
Articles in Mathematics
Mathematics
12 min readThe Essence of Calculus in Machine Learning
Understanding the role of derivatives and integrals in optimizing algorithms, from gradient descent to complex neural network architectures.
Mathematics
10 min readLinear Algebra Fundamentals for Data Scientists
Covering essential linear algebra concepts such as vectors, matrices, eigenvalues, and their practical applications in dimensionality reduction.