Python for Data Science DSBA 2025/2026: различия между версиями

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|| [https://official.contest.yandex.ru/contest/93400/enter/ Contest 3] || 29 Apr 23:59:59 || Functions, recursion, tuple
|| [https://official.contest.yandex.ru/contest/93400/enter/ Contest 3] || 29 Apr 23:59:59 || Functions, recursion, tuple
|-
|-
|| Contest 4 || TBD || TBD
|| [https://official.contest.yandex.ru/contest/93828/enter Contest 4] || 17 May 23:59:59 || Numpy & Pandas
|-
|-
|| Contest 5 || TBD || TBD
|| [https://official.contest.yandex.ru/contest/93859/enter/ Contest 5] || 31 May 23:59:59 || Functional programming
|-
|-
|| Contest 6 || TBD || TBD
|| Contest 6 || TBD || TBD
Строка 84: Строка 84:
| 23.04 || [https://drive.google.com/file/d/1-kAHVvSQ2P1_OhA-tp0vQ9ocOqtNzrRr/view?usp=sharing Lecture 4] || NumPy
| 23.04 || [https://drive.google.com/file/d/1-kAHVvSQ2P1_OhA-tp0vQ9ocOqtNzrRr/view?usp=sharing Lecture 4] || NumPy
|-
|-
| || [link Lecture 5] ||  
| 30.04 || [https://drive.google.com/drive/folders/1M2a2sHw2_APJ1CeiNpfjyDTjwu-7Eut7?usp=sharing Lecture 5] || Pandas, exploratory data analysis
|-
|-
| || [link Lecture 6] ||  
| 21.05 || [https://drive.google.com/drive/folders/15l-Fg22vdPWA88uRL7n0wvonPDce85jl?usp=sharing Lecture 6] || Data visualisation
|-
|-
| || [link Lecture 7] ||  
| 28.05 || [https://drive.google.com/drive/folders/1gnaDfhE6IGXJFbN7le7IBZt9Qa4mmevT?usp=sharing Lecture 7] || Introduction to statistical analysis
|-
|-
| || [link Lecture 8] ||  
| 04.06 || [https://drive.google.com/drive/folders/1JLgWer--j6ohv4ILVXmngiFau-fXjKej Lecture 8] || Databases, SQL
|-
|-
| || [link Lecture 9] ||   
| 11.06 || [https://drive.google.com/drive/folders/1R_tXxDT991ji2vbX1_rCFavCZ96lIaiY Lecture 9] ||  Data cleaning and regular expression
|-
|  || [link Lecture 10] ||
|}
|}
</code>
</code>


=== Workshops ===
=== Workshops ===
<!-- [https://drive.google.com/drive/folders/16YGPmog5GCV0xFQOrSLnX6BdlihHLNRf?usp=sharing 1-7 workshops in pdf file extension] -->
<code>
<code>
{| class="wikitable"
{| class="wikitable"
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| [https://drive.google.com/drive/folders/1VsDdWJ0GsALcmnWAZ62a1Cd7GhcVBCQA?usp=sharing Workshop 2 & 3] || Set, tuple, dictionary
| [https://drive.google.com/drive/folders/1VsDdWJ0GsALcmnWAZ62a1Cd7GhcVBCQA?usp=sharing Workshop 2 & 3] || Set, tuple, dictionary
|-
|-
| [link Workshop 4] ||  
| [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
|-
|-
| [link Workshop 5] ||  
| [https://drive.google.com/drive/folders/1uvBBGMPBKuM_n3PkEKdfL8p--gZxnMYX?usp=sharing Workshop 6] || NumPy
|-
|-
| [link Workshop 6] ||  
| [https://drive.google.com/drive/folders/11es25rxFunvMmJfyP-a3OIAboYgPsm2j?usp=sharing Workshop 7] || Linear algebra with NumPy
|-
|-
| [link Workshop 7] ||  
| [https://drive.google.com/drive/folders/1OZlWquqUVJgKXWhSh1OEvmymlHeAGX3g?usp=sharing Workshop 8 & 9] || Pandas, EDA
|-
|-
| [link Workshop 8] ||  
| [https://drive.google.com/drive/folders/1aqUfmyHidv-VESbM09TqC6vG30VfUrBF?usp=sharing Workshop 10] || Data visualisation
|-
|-
| [link Workshop 9] ||  
| [https://drive.google.com/drive/folders/1JYTvn0tcFHLUtWNwEUMzfwy34XMnakdg?usp=sharing Workshop 11] || SciPy
|-
|-
| [link Workshop 10] ||  
| [https://drive.google.com/drive/folders/1fhPcxkbWAlTq7vgAAwTI8J2HFyuNvdI0?usp=sharing Workshop 12] || SQLite, SQLAlchemy
|}
|}
</code>
</code>
Строка 133: Строка 135:
All the information regarding your course project can be found by accessing [[Python Programming DSBA 2025/26 / Project|this page]].
All the information regarding your course project can be found by accessing [[Python Programming DSBA 2025/26 / Project|this page]].


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


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

Текущая версия от 00:14, 20 июня 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 17 May 23:59:59 Numpy & Pandas
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

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
30.04 Lecture 5 Pandas, exploratory data analysis
21.05 Lecture 6 Data visualisation
28.05 Lecture 7 Introduction to statistical analysis
04.06 Lecture 8 Databases, SQL
11.06 Lecture 9 Data cleaning and regular expression

Workshops

Workshop Topic
Workshop 1 IDE, arithmetics, string, list
Workshop 2 & 3 Set, tuple, dictionary
Workshop 4 Functions, Recursion & Functional Programming
Workshop 5 OOP
Workshop 6 NumPy
Workshop 7 Linear algebra with NumPy
Workshop 8 & 9 Pandas, EDA
Workshop 10 Data visualisation
Workshop 11 SciPy
Workshop 12 SQLite, SQLAlchemy

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.

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

Syllabus

Источник — https://wiki.cs.hse.ru/index.php?title=Python_for_Data_Science_DSBA_2025/2026&oldid=96892