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#Mathematics

3 articles tagged #Mathematics.

AI Integration/Data Science·Jan 17, 2023·9 min read

Calculus for Data Science: An Introduction with Python

Explore derivatives, integrals, multivariate calculus, optimization, and differential equations with Python implementations using SymPy and NumPy.

CalculusMathematicsData Science

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Statistics for Data Science with Practice in Python

P.02

AI Integration/Data Science·Jan 14, 2023·5 min read

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.

StatisticsData SciencePython

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Linear Algebra for Data Science: Vectors, Matrices, and Operations with NumPy

P.03

AI Integration/Data Science·Jan 13, 2023·8 min read

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.

Linear AlgebraNumPyData Science

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