Calculus for Data Science: An Introduction with Python
Explore derivatives, integrals, multivariate calculus, optimization, and differential equations with Python implementations using SymPy and NumPy.
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#Mathematics
3 posts tagged with "Mathematics"
Statistics for Data Science with Practice in Python
Learn essential statistics concepts — mean, median, mode, variance, standard deviation, percentiles, quartiles, and z-scores with Python implementations.
Linear Algebra for Data Science: Vectors, Matrices, and Operations with NumPy
Understand vectors, matrices, transpose, inverse, determinant, trace, dot product, and eigenvalues with NumPy implementations for data science.