Why Mathematics Matters
Behind every powerful machine learning model or statistical analysis lies core mathematical principles. This workshop breaks down complex topics into intuitive, visual concepts.
Syllabus Overview
Linear Algebra: Matrices, vectors, eigenvalues, and eigenvectors made easy.
Calculus Foundations: Derivatives, gradients, and partial derivatives used in optimization.
Real-World Application: See exactly how these formulas translate into modern analytics models.