Mathematics for Data Science
M1 IDD, Université Paris Dauphine-PSL, 2024-2025
Aim of the course
Study the mathematical aspects of data science, particularly those involving optimization and statistics.
Homework (Deadline: February 7, 2025)
Assignment (updated Nov. 19)
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Lecture material
Lecture notes (updated Nov.8)
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Board for lecture 1
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Board for lecture 2
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Board for lecture 3
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Board for lecture 4
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Board for lecture 5
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Board for lecture 6
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Board for lecture 7
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Tutorial material
Exercises for the first chapter (updated with solutions)
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Exercises for the second chapter (updated with solutions)
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Exercises for the third chapter (updated)
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Materials on this page are available under Creative Commons
CC BY-NC 4.0 license.
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ici.