Eigenspace

Convexity, Constraints & Convergence Guarantees

Optimization & Multivariable Calculus 4 - Mathematics for Data Science

39 min read · July 22, 2023

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Taylor Expansions & Second-Order Thinking

Optimization & Multivariable Calculus 3 - Mathematics for Data Science

37 min read · July 15, 2023

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Optimization Foundations

Optimization & Multivariable Calculus 2 - Mathematics for Machine Learning

75 min read · July 01, 2023

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Multivariable Functions & Gradients

Optimization & Multivariable Calculus 1 - Mathematics for Data Science

72 min read · June 05, 2023

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Applied Probabilistic Modeling

Probability & Statistics 9 - Mathematics for Data Science

54 min read · February 11, 2023

2023 · ml ai probability-statistics math · machine-learning math data-science-math