Python for Data Science DSBA 2025/2026

In case you find any inconsistencies on this page, please, contact @StefanieTheSentinels.

Teachers and assistants

Group	251	252	253	254	255	256	257
Lecturer	Voznesenskaya T.V. tvoznesenskaya@hse.ru, tg: @tvozn
Workshop Instructor	Rudakov K.A. tg: @ArcticBEARD	Kopylov I.S. tg: @DanielWalker	253-1: Kopylov I.S. tg: @DanielWalker 253-2: Rudakov K.A. tg: @ArcticBEARD	254-1: Dovgopolyi I.A. tg: @TriariiMisha 254-2: Yartsev M.S. tg: @Mischay	Pronina A.S. tg: @l_AnnaPronina_l		257-1: Yartsev M.S. tg: @Mischay 257-2: Pavleeva M.V. tg: @mariapavleeva
Teaching Assistant	Argirov George tg: @gotchaya	Shakhmin Pavel tg: @rotanimoddFPV	253-1: Shakhmin Pavel tg: @rotanimoddFPV 253-2: Argirov George tg: @gotchaya	254-1: Argirov George tg: @gotchaya 254-2: Alexia Foks tg: @xsAlexFoxx	Khudyakov Nikita tg: @jiko_keno		257-1: Alexia Foks tg: @xsAlexFoxx 257-2: Shakhmin Pavel tg: @rotanimoddFPV
Lecturer's Assistant	Artemiy Sapunov tg: @StefanieTheSentinels

Grading system

Final Grade = round( 0.1 × HW(Contests) + 0.1 × Seminar attendance + 0.15 × Activity + 0.25 × Midterm + 0.4 × Exam(Project defence) )

Contests

Contest	Deadline	Topic
Contest 1	15 Apr 23:59:59	Introduction
Contest 2	22 Apr 23:59:59	List, set, dictionary
Contest 3	29 Apr 23:59:59	Functions, recursion, tuple
Contest 4	TBD	TBD
Contest 5	TBD	TBD
Contest 6	TBD	TBD
Contest 7	TBD	TBD
Contest 8	TBD	TBD
Contest 9	TBD	TBD
Contest 10	TBD	TBD

Grades

The results table with all your grades can be found by this link.

Lecture notes and Workshop materials

Lectures

Date	Lecture	Topic
02.04	Lecture 1	Introduction, string, list
09.04	Lecture 2	Set, tuple, dictionary
16.04	Lecture 3	Functions, recursion, OOP
23.04	Lecture 4	NumPy
	[link Lecture 5]
	[link Lecture 6]
	[link Lecture 7]
	[link Lecture 8]
	[link Lecture 9]
	[link Lecture 10]

Workshops

Workshop	Topic
Workshop 1	IDE, arithmetics, string, list
Workshop 2 & 3	Set, tuple, dictionary
Workshop 4	Functions, Recursion & Functional Programming
[link Workshop 5]
[link Workshop 6]
[link Workshop 7]
[link Workshop 8]
[link Workshop 9]
[link Workshop 10]

Midterm

The midterm will be conducted on 14 May 16:00 - 18:00 in the offline format.

All the details you can find here.

Project / Exam

All the information regarding your course project can be found by accessing this page.

Your exam (project defence) will be conducted on XXX in the offline format.

Syllabus

Syllabus