Mathematics for Machine Learning

Utbildningsfakta

Kod: MA4029

The course contains multiple topics in calculus and multivariate calculus which are utilized in and are fundamental to many machine learning methods as: functions, gradients, derivatives, derivation rules, functions of many variables, partial derivatives, the Jacobian, multivariate chain rule and application to neural networks, approximation of functions, power series, multivariate Taylor series, optimization, gradient descent and regression.

Behörighet

The course Linear Algebra for Data Science 7.5 credits. English 6 or English level 2. Exemption of the requirement in Swedish is granted for those with foreign grades.

Utbildningstillfällen

Varje tillfälle har egna datum och villkor. Avslutade tillfällen behålls som historik och innebär inte att en ny ansökan är öppen.

• Mathematics for Machine Learning

  Halmstad University

  Halmstad

  Startdatum: 29 mars 2027

  Slutdatum: 6 juni 2027

  Studietakt: 50 %