Course materials
Yaroslav Bazaykin / Yaroslav Bazaikin · Department of Mathematics, UJEP
Winter semester 2026/2027 · teaching materials in English
Materials are listed below when available. For course information, please contact me by email.
Mathematics for Data Engineers MDI/KMDI
- Part I — Linear algebra: models, geometry, and modes (Lectures 1–4, PDF)
Vector spaces, linear maps, inner products, orthogonal transformations and eigenvalues. - Part II — Differential calculus and optimization (Lectures 5–7, PDF)
Gradients, Taylor models, Hessians, unconstrained optimization and Lagrange multipliers. - Part III — Integration and the geometry of functions (Lectures 8–9, PDF)
Integration, changes of variables, inner products of functions and least-squares approximation. - Part IV — Function series and orthogonal signal expansions (Lecture 10, PDF)
Function series, Fourier and Haar expansions, orthogonal projections and approximation error.
Metric Spaces · Computational Mathematics MU1 / KMU1
Materials for this course have not yet been posted.
Differential Geometry
Materials for this course have not yet been posted.
Mathematical Modelling II MM2
With Jaromír Havlica.
Materials for this course have not yet been posted.
Other courses
Mathematical Analysis III · Mathematical Modelling I · Mathematical Seminar
No materials are currently posted here for these courses.
Office hours · Please arrange consultations by email.