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2025.10.03: Board lecture 4.
2025.09.19: Board lecture 2.
2025.09.16: Chapter convexity+Exercise sheet.
2025.09.12: Intro chapter lecture notes+board lecture 1.
2025.09.11: Course webpage for 2025-2026 online.

Instructors

Gil Puig i Surroca (Tutorials)
gil.puig-i-surroca@dauphine.eu

Clément Royer (Head of the course)
clement.royer@lamsade.dauphine.fr

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Mathematics for Data Science

M1 IDD, Université Paris Dauphine-PSL, 2025-2026


Aim of the course

     Study mathematical aspects of data science pertaining to optimization and statistics.

Lecture material

     Lecture notes (Sep. 16) PDF
     Lecture 01 (Intro+Convex sets) PDF
     Lecture 02 (Convex sets+cones) PDF
     Lecture 03 (Convex functions, done on actual board)
     Lecture 04 (Convex and strongly convex functions) PDF

Tutorial material

     Exercises for the first chapter PDF



Materials on this page are available under Creative Commons CC BY-NC 4.0 license.
La version française de cette page se trouve ici.