Machine Learning 1 DSBA 2025/2026 - История изменений

Buntar29: /* Teachers and Assistants */

2025-09-26T10:20:21Z

Teachers and Assistants

← Предыдущая версия		Версия от 10:20, 26 сентября 2025
Строка 16:		Строка 16:
	\|-		\|-
	\|\| '''Seminarists'''		\|\| '''Seminarists'''
	\|\| Kirill Bykov		\|\| [https://www.hse.ru/staff/kvbykov/ Kirill Bykov]
	\|\| [https://www.hse.ru/en/staff/sara Sara Ali]		\|\| [https://www.hse.ru/en/staff/sara Sara Ali]
	\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]		\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]

Buntar29: /* Teachers and Assistants */

2025-09-26T10:15:35Z

Teachers and Assistants

← Предыдущая версия		Версия от 10:15, 26 сентября 2025
Строка 19:		Строка 19:
	\|\| [https://www.hse.ru/en/staff/sara Sara Ali]		\|\| [https://www.hse.ru/en/staff/sara Sara Ali]
	\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]		\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]
	\|\| Vsevolod Ovchinnikov		\|\| [https://www.hse.ru/org/persons/510407508/ Vsevolod Ovchinnikov]
	\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]		\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]
	\|-		\|-

Buntar29: /* Teachers and Assistants */

2025-08-31T19:59:02Z

Teachers and Assistants

← Предыдущая версия		Версия от 19:59, 31 августа 2025
Строка 13:		Строка 13:
	\|-		\|-
	\|\| '''Lecturers'''		\|\| '''Lecturers'''
	\| colspan="5" \| [https://www.hse.ru/en/org/persons/223985242 Alexey Boldyrev], [https://www.hse.ru/en/staff/mekarpov Maksim Karpov], Lecturers' TA Georgiy Solovev		\| colspan="5" \| [https://www.hse.ru/en/org/persons/223985242 Alexey Boldyrev], [https://www.hse.ru/en/staff/mekarpov Maksim Karpov], Lecturers' TA [https://t.me/onereadinggospels Georgiy Solovev]
	\|-		\|-
	\|\| '''Seminarists'''		\|\| '''Seminarists'''
Строка 23:		Строка 23:
	\|-		\|-
	\|\| '''Teaching Assistants'''		\|\| '''Teaching Assistants'''
	\|\| Nikolay Dvoryanchikov		\|\| [https://t.me/dvoryanchikovv Nikolay Dvoryanchikov]
	\|\| Adamey Laipanov		\|\| [https://t.me/sessytes Adamey Laipanov]
	\|\| Stanislav Ryazanov		\|\| [https://t.me/flowwwie Stanislav Ryazanov]
	\|\| Maria Sudakova		\|\| [https://t.me/WhiteZHood Maria Sudakova]
	\|\| Isa Gadaev		\|\| [https://t.me/elohimapproximation Isa Gadaev]
	\|}		\|}

Buntar29: /* ~5 minute Quizzes during seminar in LMS */

2025-08-31T19:06:06Z

~5 minute Quizzes during seminar in LMS

← Предыдущая версия		Версия от 19:06, 31 августа 2025
Строка 102:		Строка 102:
	# Numeric answers are typically accepted with 0.01=1% of error, i.e. round to at least 4 decimal places, if needed. Please do not round any intermediate calculations. It’s best to use as many decimals as fits in the answer box.		# Numeric answers are typically accepted with 0.01=1% of error, i.e. round to at least 4 decimal places, if needed. Please do not round any intermediate calculations. It’s best to use as many decimals as fits in the answer box.
	# The quiz answers are released after all groups write the quiz .		# The quiz answers are released after all groups write the quiz .
	# We always use [https://en.wikipedia.org/wiki/Natural_logarithm, natural logarithm] (inverse of exp()) in this course.		# We always use [https://en.wikipedia.org/wiki/Natural_logarithm natural logarithm] (inverse of exp()) in this course.

	=== Kaggle Competitions and Hackathon ===		=== Kaggle Competitions and Hackathon ===

Buntar29: /* ~5 minute Quizzes during seminar in LMS */

2025-08-31T19:04:56Z

~5 minute Quizzes during seminar in LMS

← Предыдущая версия		Версия от 19:04, 31 августа 2025
Строка 95:		Строка 95:
	=== ~5 minute Quizzes during seminar in LMS ===		=== ~5 minute Quizzes during seminar in LMS ===

	# Only students present in the classroom during the seminar are allowed to take the quiz. At the beginning of the seminar the seminar assistant will remove absent student(s) from the group list in moodle settings for the current quiz.		# Only students present in the classroom during the seminar are allowed to take the quiz. At the beginning of the seminar the seminar assistant will remove absent student(s) from the group list in moodle settings for the current quiz.
			# Quizzes are conducted in Safe Exam Browser.
	# Quizzes are based on lectures, seminars, textbooks, and other material delivered via our course.		# Quizzes are based on lectures, seminars, textbooks, and other material delivered via our course.
	# Quizzes individualized (shuffled and sampled from question banks) for each student. Most questions are auto-generated.		# Quizzes individualized (shuffled and sampled from question banks) for each student. Most questions are auto-generated.

Buntar29: /* ~5 minute Quizzes during seminar in LMS */

2025-08-31T19:04:24Z

~5 minute Quizzes during seminar in LMS

← Предыдущая версия		Версия от 19:04, 31 августа 2025
Строка 96:		Строка 96:

	# Only students present in the classroom during the seminar are allowed to take the quiz. At the beginning of the seminar the seminar assistant will remove absent student(s) from the group list in moodle settings for the current quiz.		# Only students present in the classroom during the seminar are allowed to take the quiz. At the beginning of the seminar the seminar assistant will remove absent student(s) from the group list in moodle settings for the current quiz.
	# Quizzes are based on lectures, seminars, textbooks~~, posted videos~~, and other material delivered via our course.		# Quizzes are based on lectures, seminars, textbooks, and other material delivered via our course.
	# Quizzes individualized (shuffled and sampled from question banks) for each student. Most questions are auto-generated.		# Quizzes individualized (shuffled and sampled from question banks) for each student. Most questions are auto-generated.
	# All choice questions are [https://docs.moodle.org/311/en/Multiple_Choice_question_type#Multiple-answer_questions, multiple-choice] (regardless of singular/plural formulation). Incorrect answers lower your score to prevent guessing.		# All choice questions are [https://docs.moodle.org/311/en/Multiple_Choice_question_type#Multiple-answer_questions, multiple-choice] (regardless of singular/plural formulation). Incorrect answers lower your score to prevent guessing.

Buntar29: /* 5-10 minute Quizzes during seminar in LMS */

2025-08-31T19:03:36Z

5-10 minute Quizzes during seminar in LMS

← Предыдущая версия		Версия от 19:03, 31 августа 2025
Строка 93:		Строка 93:
	1. Coursework Project in Python (or R) programming language is for DSBA/ICEF students only and is administered by LSE/UoL. It is released around January and is due around April 1. Although students are given a 3-4 months window, this exercise is meant to be completed in a few days. Typically, students work on it in Feb/Mar. More details on the [https://emfss.elearning.london.ac.uk/ UoL site].		1. Coursework Project in Python (or R) programming language is for DSBA/ICEF students only and is administered by LSE/UoL. It is released around January and is due around April 1. Although students are given a 3-4 months window, this exercise is meant to be completed in a few days. Typically, students work on it in Feb/Mar. More details on the [https://emfss.elearning.london.ac.uk/ UoL site].

	=== 5~~-10~~ minute Quizzes during seminar in LMS ===		=== ~5 minute Quizzes during seminar in LMS ===

	# Only students present in the classroom during the seminar are allowed to take the quiz. At the beginning of the seminar the seminar assistant will remove absent student(s) from the group list in moodle settings for the current quiz.		# Only students present in the classroom during the seminar are allowed to take the quiz. At the beginning of the seminar the seminar assistant will remove absent student(s) from the group list in moodle settings for the current quiz.

Buntar29: /* University of London (UoL), Course ST3189 (ML) */

2025-08-31T19:02:53Z

University of London (UoL), Course ST3189 (ML)

← Предыдущая версия		Версия от 19:02, 31 августа 2025
Строка 91:		Строка 91:
	=== University of London (UoL), Course ST3189 (ML) ===		=== University of London (UoL), Course ST3189 (ML) ===

	1. Coursework Project in Python (or R) programming language is for DSBA/ICEF students only and is administered by LSE/UoL. It is released around January and is due around April 1\. Although students are given a 3-4 months window, this exercise is meant to be completed in a few days. Typically, students work on it in Feb/Mar. More details on the [https://emfss.elearning.london.ac.uk/ UoL site].		1. Coursework Project in Python (or R) programming language is for DSBA/ICEF students only and is administered by LSE/UoL. It is released around January and is due around April 1. Although students are given a 3-4 months window, this exercise is meant to be completed in a few days. Typically, students work on it in Feb/Mar. More details on the [https://emfss.elearning.london.ac.uk/ UoL site].

	=== 5-10 minute Quizzes during seminar in LMS ===		=== 5-10 minute Quizzes during seminar in LMS ===

Buntar29: /* Midterm and Final Test */

2025-08-31T19:02:01Z

Midterm and Final Test

← Предыдущая версия		Версия от 19:02, 31 августа 2025
Строка 83:		Строка 83:

	# We will have a cumulative in-class midterm test/exam in the middle and at the end of the semester (during the [https://www.hse.ru/en/studyspravka/grafik/ HSE examination sessions]). Do not book travel tickets that conflict with test dates.		# We will have a cumulative in-class midterm test/exam in the middle and at the end of the semester (during the [https://www.hse.ru/en/studyspravka/grafik/ HSE examination sessions]). Do not book travel tickets that conflict with test dates.
	# Moodle/Smart LMS based.		# Moodle/Smart LMS based in Safe Exam Browser.
	# Tests and exams are individual, i.e. no collaboration. Generative models, web searching, lecture and/or seminar materials, and textbooks are not allowed.		# Tests and exams are individual, i.e. no collaboration. Generative models, web searching, lecture and/or seminar materials, and textbooks are not allowed.
	# Test questions are drawn from quiz banks, not HW. HW deepens your understanding, but a test measures it.		# Test questions are drawn from quiz banks, not HW. HW deepens your understanding, but a test measures it.

Buntar29: /* Homework (HW) Assignment */

2025-08-31T19:00:58Z

Homework (HW) Assignment

← Предыдущая версия		Версия от 19:00, 31 августа 2025
Строка 73:		Строка 73:
	* '''Individual''': These are individualized (not in groups!) assignments of two kinds		* '''Individual''': These are individualized (not in groups!) assignments of two kinds
	** Auto-graded assignments (thanks to STACK plugin with Maxima CAS backend). Some written responses will be selectively hand-graded by TAs.		** Auto-graded assignments (thanks to STACK plugin with Maxima CAS backend). Some written responses will be selectively hand-graded by TAs.
	#* Quick Maxima syntax is provided below and in each assignment.		** Quick Maxima syntax is provided below and in each assignment.

	** Manual-graded assignments include analysis of datasets, analytical and conceptual problems, and programming assignments.		* Manual-graded assignments include analysis of datasets, analytical and conceptual problems, and programming assignments.
	##* All text explanations must be written in Markdown cells.		** All text explanations must be written in Markdown cells.
	##* Graders leave feedback in Smart LMS and execute Jupyter notebook to reproduce your results.		** Graders leave feedback in Smart LMS and execute Jupyter notebook to reproduce your results.
	* '''Group''': Students are self-assigned into groups to compete on Kaggle.com. Teamwork is evaluated by instructors. Team’s grade is awarded to everyone on a team.		* '''Group''': Students are self-assigned into groups to compete on Kaggle.com. Teamwork is evaluated by instructors. Team’s grade is awarded to everyone on a team.

← Предыдущая версия		Версия от 10:20, 26 сентября 2025
Строка 16:		Строка 16:
	\|-		\|-
	\|\| '''Seminarists'''		\|\| '''Seminarists'''
	\|\| Kirill Bykov		\|\| [https://www.hse.ru/staff/kvbykov/ Kirill Bykov]
	\|\| [https://www.hse.ru/en/staff/sara Sara Ali]		\|\| [https://www.hse.ru/en/staff/sara Sara Ali]
	\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]		\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]

← Предыдущая версия		Версия от 10:15, 26 сентября 2025
Строка 19:		Строка 19:
	\|\| [https://www.hse.ru/en/staff/sara Sara Ali]		\|\| [https://www.hse.ru/en/staff/sara Sara Ali]
	\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]		\|\| [https://www.hse.ru/en/staff/akhizhik/ Aleksandr Khizhik]
	\|\| Vsevolod Ovchinnikov		\|\| [https://www.hse.ru/org/persons/510407508/ Vsevolod Ovchinnikov]
	\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]		\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]
	\|-		\|-

← Предыдущая версия		Версия от 19:59, 31 августа 2025
Строка 13:		Строка 13:
	\|-		\|-
	\|\| '''Lecturers'''		\|\| '''Lecturers'''
	\| colspan="5" \| [https://www.hse.ru/en/org/persons/223985242 Alexey Boldyrev], [https://www.hse.ru/en/staff/mekarpov Maksim Karpov], Lecturers' TA Georgiy Solovev		\| colspan="5" \| [https://www.hse.ru/en/org/persons/223985242 Alexey Boldyrev], [https://www.hse.ru/en/staff/mekarpov Maksim Karpov], Lecturers' TA [https://t.me/onereadinggospels Georgiy Solovev]
	\|-		\|-
	\|\| '''Seminarists'''		\|\| '''Seminarists'''
Строка 23:		Строка 23:
	\|-		\|-
	\|\| '''Teaching Assistants'''		\|\| '''Teaching Assistants'''
	\|\| Nikolay Dvoryanchikov		\|\| [https://t.me/dvoryanchikovv Nikolay Dvoryanchikov]
	\|\| Adamey Laipanov		\|\| [https://t.me/sessytes Adamey Laipanov]
	\|\| Stanislav Ryazanov		\|\| [https://t.me/flowwwie Stanislav Ryazanov]
	\|\| Maria Sudakova		\|\| [https://t.me/WhiteZHood Maria Sudakova]
	\|\| Isa Gadaev		\|\| [https://t.me/elohimapproximation Isa Gadaev]
	\|}		\|}