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In case you find any inconsistencies on this page, please, contact [https://t.me/StefanieTheSentinels @StefanieTheSentinels].

== Teachers and assistants ==
{| class="wikitable" style="text-align:center"
|-
! Group !! 251 !! 252 !! 253 !! 254 !! 255 !! 256 !! 257
|-
|| Lecturer
| colspan="8" | [https://www.hse.ru/en/staff/voznesenskaya Voznesenskaya T.V.]
[mailto:tvoznesenskaya@hse.ru tvoznesenskaya@hse.ru], tg: [https://tlgg.ru/tvozn @tvozn]
|-
|| Workshop Instructor
|| [https://www.hse.ru/org/persons/65846258 Rudakov K.A.] tg: [https://t.me/ArcticBEARD @ArcticBEARD]
|| [https://www.hse.ru/org/persons/863761973 Kopylov I.S.] tg: [https://t.me/DanielWalker @DanielWalker]
|| 253-1: [https://www.hse.ru/org/persons/863761973 Kopylov I.S.] tg: [https://t.me/DanielWalker @DanielWalker] 253-2: [https://www.hse.ru/org/persons/65846258 Rudakov K.A.] tg: [https://t.me/ArcticBEARD @ArcticBEARD]
|| 254-1: Dovgopolyi I.A. tg: [https://t.me/TriariiMisha @TriariiMisha] 254-2: Yartsev M.S. tg: [https://t.me/Mischay @Mischay]
| colspan="2" | [https://www.hse.ru/staff/aspronina/ Pronina A.S.] tg: [https://t.me/l_AnnaPronina_l @l_AnnaPronina_l]
|| 257-1: Yartsev M.S. tg: [https://t.me/Mischay @Mischay] 257-2: Pavleeva M.V. tg: [https://t.me/mariapavleeva @mariapavleeva]
|-
|| Teaching Assistant
|| Argirov George tg: [https://t.me/gotchaya @gotchaya]
|| Shakhmin Pavel tg: [https://t.me/rotanimoddFPV @rotanimoddFPV]
|| 253-1: Shakhmin Pavel tg: [https://t.me/rotanimoddFPV @rotanimoddFPV] 253-2: Argirov George tg: [https://t.me/gotchaya @gotchaya]
|| 254-1: Argirov George tg: [https://t.me/gotchaya @gotchaya] 254-2: Alexia Foks tg: [https://t.me/xsAlexFoxx @xsAlexFoxx]
| colspan="2" | Khudyakov Nikita tg: [https://t.me/jiko_keno @jiko_keno]
|| 257-1: Alexia Foks tg: [https://t.me/xsAlexFoxx @xsAlexFoxx] 257-2: Shakhmin Pavel tg: [https://t.me/rotanimoddFPV @rotanimoddFPV]
|-
|| Lecturer's Assistant
| colspan="8" | Artemiy Sapunov tg: [https://t.me/StefanieTheSentinels @StefanieTheSentinels]
|}

== Grading system ==

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

== Contests ==
<code>
{| class="wikitable" style="text-align:center"
|-
! Contest !! Deadline !! Topic
|-
|| [https://official.contest.yandex.ru/contest/92835/enter/ Contest 1] || 15 Apr 23:59:59 || Introduction
|-
|| [https://official.contest.yandex.ru/contest/93028/enter/ Contest 2] || 22 Apr 23:59:59 || List, set, dictionary
|-
|| [https://official.contest.yandex.ru/contest/93400/enter/ Contest 3] || 29 Apr 23:59:59 || Functions, recursion, tuple
|-
|| [https://official.contest.yandex.ru/contest/93828/enter Contest 4] || 17 May 23:59:59 || Numpy & Pandas
|-
|| [https://official.contest.yandex.ru/contest/93859/enter/ Contest 5] || 31 May 23:59:59 || Functional programming
|-
|| Contest 6 || TBD || TBD
|-
|| Contest 7 || TBD || TBD
|-
|| Contest 8 || TBD || TBD
|-
|| Contest 9 || TBD || TBD
|-
|| Contest 10 || TBD || TBD
|}
</code>

== Grades ==

The results table with all your grades can be found by [https://docs.google.com/spreadsheets/d/1tC906mHKTvFQUz4ffGRC6NvfYLRXCigr8QFkvcDfYds/edit?gid=306873861#gid=306873861 this link].

== Lecture notes and Workshop materials ==

=== Lectures ===
<code>
{| class="wikitable" style="text-align:center"
|-
! Date !! Lecture !! Topic
|-
| 02.04 || [https://drive.google.com/file/d/1wqP3Qnn4iINk4N2qARDFbjNml3YmEpwb/view?usp=share_link Lecture 1] || Introduction, string, list
|-
| 09.04 || [https://drive.google.com/file/d/1p8oBUoc2nvqgxYcgnjQ1LkNxKnFCYKV8/view?usp=sharing Lecture 2] || Set, tuple, dictionary
|-
| 16.04 || [https://drive.google.com/file/d/1fFowIrjvBNqcqdYum0j_oVCmudHYAu1o/view?usp=sharing Lecture 3] || Functions, recursion, OOP
|-
| 23.04 || [https://drive.google.com/file/d/1-kAHVvSQ2P1_OhA-tp0vQ9ocOqtNzrRr/view?usp=sharing Lecture 4] || NumPy
|-
| 30.04 || [https://drive.google.com/drive/folders/1M2a2sHw2_APJ1CeiNpfjyDTjwu-7Eut7?usp=sharing Lecture 5] || Pandas, exploratory data analysis
|-
| 21.06 || [https://drive.google.com/drive/folders/15l-Fg22vdPWA88uRL7n0wvonPDce85jl?usp=sharing Lecture 6] || Data visualisation
|-
| 28.06 || [https://drive.google.com/drive/folders/1gnaDfhE6IGXJFbN7le7IBZt9Qa4mmevT?usp=sharing Lecture 7] || Introduction to statistical analysis
|-
| || [link Lecture 8] ||
|-
| || [link Lecture 9] ||
|-
| || [link Lecture 10] ||
|}
</code>

=== Workshops ===


<code>
{| class="wikitable"
! Workshop !! Topic
|-
| [https://drive.google.com/drive/folders/1fotT3eTe5VZZzOdeWjDyZGyBOeWrKxvA?usp=sharing Workshop 1] || IDE, arithmetics, string, list
|-
| [https://drive.google.com/drive/folders/1VsDdWJ0GsALcmnWAZ62a1Cd7GhcVBCQA?usp=sharing Workshop 2 & 3] || Set, tuple, dictionary
|-
| [https://drive.google.com/drive/folders/1kFBYktpML2Qm-tI3RtwmodjK3pp1SN6W?usp=sharing Workshop 4] || Functions, Recursion & Functional Programming
|-
| [https://drive.google.com/drive/folders/1AW4QrDMPMdwCp5G0vZgViIAFRs5Xrcta?usp=sharing Workshop 5] || OOP
|-
| [https://drive.google.com/drive/folders/1uvBBGMPBKuM_n3PkEKdfL8p--gZxnMYX?usp=sharing Workshop 6] || NumPy
|-
| [https://drive.google.com/drive/folders/11es25rxFunvMmJfyP-a3OIAboYgPsm2j?usp=sharing Workshop 7] || Linear algebra with NumPy
|-
| [https://drive.google.com/drive/folders/1OZlWquqUVJgKXWhSh1OEvmymlHeAGX3g?usp=sharing Workshop 8 & 9] || Pandas, EDA
|-
| [https://drive.google.com/drive/folders/1aqUfmyHidv-VESbM09TqC6vG30VfUrBF?usp=sharing Workshop 10] || Data visualisation
|-
| [https://drive.google.com/drive/folders/1JYTvn0tcFHLUtWNwEUMzfwy34XMnakdg?usp=sharing Workshop 11] || SciPy
|}
</code>

==Midterm==

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

All the details you can find <big>'''[[Python Programming DSBA 2025/26 / Midterm|here]]'''</big>.

== Project / Exam ==

All the information regarding your course project can be found by accessing [[Python Programming DSBA 2025/26 / Project|this page]].

The project submission deadline is '''June 14th 23:59'''.

Your exam (project defence) will be conducted on '''June 25th and 27th''' in the '''offline''' format.

== Syllabus ==

[https://www.hse.ru/ba/data/courses/1071113650.html Syllabus]

Python for Data Science DSBA 2025/2026 - История изменений

imported>SapunovArtemiy: Migrated current public revision from wiki.cs.hse.ru