Deep Learning DSBA 2024/2025 - История изменений

Buntar29: /* Teachers and Assistants */

2025-03-11T09:13:58Z

Teachers and Assistants

← Предыдущая версия		Версия от 09:13, 11 марта 2025
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	\|-		\|-
	\|\| Teaching Assistants		\|\| Teaching Assistants
	\|\| Egor Bugaev		\|\| Egor Bugaev @epbugaev
	\|\| Anastasiia Prokhorova		\|\| Anastasiia Prokhorova @Anastation67
	\|\| Adam Terlo		\|\| Adam Terlo @adamrvn
	\|\| Khushbu Saradva		\|\| Khushbu Saradva @khush_kish
	\|}		\|}

Buntar29: /* Teachers and Assistants */

2025-01-23T17:38:42Z

Teachers and Assistants

← Предыдущая версия		Версия от 17:38, 23 января 2025
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	{\| class="wikitable" style="text-align:center"		{\| class="wikitable" style="text-align:center"
	\|-		\|-
	! Role !! ~~DSBA~~ !! ~~DSBA~~ !! ~~DSBA~~ !! ICEF		! Role !! DSBA221 !! DSBA222 !! DSBA223 !! ICEF
	\|-		\|-
	\|\| Lecturer		\|\| Lecturer
Строка 17:		Строка 17:
	\|-		\|-
	\|\| Seminar Assistants		\|\| Seminar Assistants
			\|\| Nikita Aksenov
			\|\| [https://www.linkedin.com/in/kirill-bykov-b81629211/, Kirill Bykov]
	\|\| [https://www.hse.ru/en/staff/sara/ Saraa Ali]		\|\| [https://www.hse.ru/en/staff/sara/ Saraa Ali]
	~~\|\| [https://www.linkedin.com/in/kirill-bykov-b81629211/, Kirill Bykov]~~
	~~\|\| Nikita Aksenov~~
	\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]		\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]
	\|-		\|-
	\|\| Teaching Assistants		\|\| Teaching Assistants
			\|\| Egor Bugaev
			\|\| Anastasiia Prokhorova
	\|\| Adam Terlo		\|\| Adam Terlo
	~~\|\| Anastasiia Prokhorova~~
	~~\|\| Egor Bugaev~~
	\|\| Khushbu Saradva		\|\| Khushbu Saradva
	\|}		\|}

Buntar29: /* Grading System */

2025-01-23T16:36:37Z

Grading System

← Предыдущая версия		Версия от 16:36, 23 января 2025
Строка 49:		Строка 49:
	== Grading System ==		== Grading System ==

	~~Grades:~~
	0.3 * Exam + 0.3 * Home assignments + 0.2 * Midterm Test + 0.2 * Quizzes		0.3 * Exam + 0.3 * Home assignments + 0.2 * Midterm Test + 0.2 * Quizzes

Buntar29: /* Grading System */

2025-01-23T16:35:01Z

Grading System

← Предыдущая версия		Версия от 16:35, 23 января 2025
Строка 50:		Строка 50:

	Grades:		Grades:
	~~💼 Homework~~ +❓ Quizzes ~~+ 💯 Exams~~		0.3 * Exam + 0.3 * Home assignments + 0.2 * Midterm Test + 0.2 * Quizzes

	Grading formula is stated in the official course home page ([https://www.hse.ru/edu/courses/900066057 DSBA Deep Learning], [https://www.hse.ru/ba/icef/courses/858762363.html, ICEF Machine Learning]). Moodle’s gradebook shows your up to date performance, including your current constituent and aggregate grades. If you suspect an error in grade calculation, please let us know ASAP. We use [https://docs.moodle.org/311/en/Grade_aggregation natural grade aggregation] in LMS. Rounding [https://en.wikipedia.org/wiki/Rounding#Rounding_to_the_nearest_integer to the nearest integer] is used to report 0-10 scale grades to HSE. There are no blocking grading components at the DSBA program, at the ICEF program the Exam in April is blocking.		Grading formula is stated in the official course home page ([https://www.hse.ru/edu/courses/900066057 DSBA Deep Learning], [https://www.hse.ru/ba/icef/courses/858762363.html, ICEF Machine Learning]). Moodle’s gradebook shows your up to date performance, including your current constituent and aggregate grades. If you suspect an error in grade calculation, please let us know ASAP. We use [https://docs.moodle.org/311/en/Grade_aggregation natural grade aggregation] in LMS. Rounding [https://en.wikipedia.org/wiki/Rounding#Rounding_to_the_nearest_integer to the nearest integer] is used to report 0-10 scale grades to HSE. There are no blocking grading components at the DSBA program, at the ICEF program the Exam in April is blocking.

Buntar29: /* Deadline Extensions and Makeup */

2025-01-23T16:20:52Z

Deadline Extensions and Makeup

← Предыдущая версия		Версия от 16:20, 23 января 2025
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	# Only valid verifiable excuses are accepted for 1-2 day extensions.		# Only valid verifiable excuses are accepted for 1-2 day extensions.
	#* DSBA and ICEF students: submit your doctor's note via [https://www.hse.ru/ba/data/onlineservices student services].		#* DSBA and ICEF students: submit your doctor's note via [https://www.hse.ru/ba/data/onlineservices student services].
	~~#* Write to [https://discourse.hsemlp.ru/new-message?groupname=Instructors Instructors] a message in discourse about your illness in order to verify it via study office~~
	# If you miss a deadline (with a valid/verifiable excuse), contact instructors ASAP in a private post to arrange a new deadline.		# If you miss a deadline (with a valid/verifiable excuse), contact instructors ASAP in a private post to arrange a new deadline.
	# Submissions are not allowed after the solutions have been released.		# Submissions are not allowed after the solutions have been released.
	# Any test/exam retakes will be rescheduled as per university policy (see also dedicated rubric below)		# Any test/exam retakes will be rescheduled as per university policy (see also dedicated rubric below)
	# Note: accommodating exceptions is difficult and time consuming. Typically, a verifiable medical emergency is a valid reason, but travel and conferences are not. It is the student's responsibility to start their work early, so as to hedge against any unforeseeable life event.		# Note: accommodating exceptions is difficult and time consuming. Typically, a verifiable medical emergency is a valid reason, but travel and conferences are not. It is the student's responsibility to start their work early, so as to hedge against any unforeseeable life event.

Buntar29: /* Useful links */

2025-01-23T16:20:10Z

Useful links

← Предыдущая версия		Версия от 16:20, 23 января 2025
Строка 41:		Строка 41:

	# Telegram Chat: for the course announcements (HW, timetable changes, etc.).		# Telegram Chat: for the course announcements (HW, timetable changes, etc.).
	* Ensure that your name & email matches exactly to those in Moodle LMS or we can loose you in grade matching. Update the profile with your presentable photo to help us authenticate you.		# Ensure that your name & email matches exactly to those in Moodle LMS or we can loose you in grade matching. Update the profile with your presentable photo to help us authenticate you.
	~~# [http://DataCamp.com '''DataCamp.com''']: for additional preparatory courses in the first few weeks.~~
	* Invitations were sent out on Sep 2.

	== Course Description ==		== Course Description ==

Buntar29: /* Useful links */

2025-01-23T16:19:50Z

Useful links

← Предыдущая версия		Версия от 16:19, 23 января 2025
Строка 40:		Строка 40:
	'''Optional Systems (yet maintained by Teaching Team)'''		'''Optional Systems (yet maintained by Teaching Team)'''

	# ~~[https://t.me/+wRRfZIRvt_I2Mzhi '''~~Telegram ~~Сhannel''']~~: for the course announcements (HW, timetable changes, etc.).		# Telegram Chat: for the course announcements (HW, timetable changes, etc.).
	~~# [https://Discourse.hsemlp.ru '''Discourse.hsemlp.ru''']: for all discussions beyond office hours and which are irrelevant in the comments to the Telegram channel announcements.~~
	* Invitations were sent out on Sep 2.
	* Ensure that your name & email matches exactly to those in Moodle LMS or we can loose you in grade matching. Update the profile with your presentable photo to help us authenticate you.		* Ensure that your name & email matches exactly to those in Moodle LMS or we can loose you in grade matching. Update the profile with your presentable photo to help us authenticate you.
	# [http://DataCamp.com '''DataCamp.com''']: for additional preparatory courses in the first few weeks.		# [http://DataCamp.com '''DataCamp.com''']: for additional preparatory courses in the first few weeks.

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

2025-01-09T22:05:07Z

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

← Предыдущая версия		Версия от 22:05, 9 января 2025
Строка 83:		Строка 83:
	=== 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 \- biweekly ===		=== 5-10 minute Quizzes during seminar in LMS \- biweekly ===

Buntar29: /* Course Description */

2025-01-09T22:00:15Z

Course Description

← Предыдущая версия		Версия от 22:00, 9 января 2025
Строка 49:		Строка 49:
	== Course Description ==		== Course Description ==

	~~This~~ course ~~introduces the students~~ to the ~~elements~~ of machine learning~~, including supervised and unsupervised methods such as linear and logistic regressions, splines, decision trees, support vector machines, bootstrapping, random forests, boosting, regularized methods~~.		The course is dedicated to studying deep learning, which is the most rapidly developing field of machine learning. The course attendees will learn what kinds of machine learning tasks can be solved using neural networks and what types of neural networks are currently in use. The course has a clear practical focus, students will have to train neural networks on the various frameworks using the Python programming language. The course also covers tasks related to images and texts.

	* The ~~first two modules (Sep-Dec`24) DSBA and ICEF students apply Python programming language and popular packages to investigate/visualize datasets and develop~~ machine learning ~~models that solve theoretical~~ and ~~data-driven problems~~.

	# The course ~~aims to help the students to develop an understanding of learning from data, to familiarize them with~~ a ~~wide variety of algorithmic and model based methods to extract information from data~~, ~~teach to apply and evaluate suitable methods~~ to various ~~datasets by model selection and predictive performance evaluation~~.
	~~# DSBA and ICEF students: the~~ course ~~is designed~~ to ~~prepare DSBA/ICEF students for the upcoming University of London (UoL) examination~~.

	== Grading System ==		== Grading System ==

Buntar29: /* Useful links */

2025-01-09T21:59:02Z

Useful links

← Предыдущая версия		Версия от 21:59, 9 января 2025
Строка 36:		Строка 36:
	* We require the use of LaTeX and Markdown syntax for all write ups.		* We require the use of LaTeX and Markdown syntax for all write ups.
	# [http://Kaggle.com '''Kaggle.com''']: for data science competitions in teams of 1-3 students.		# [http://Kaggle.com '''Kaggle.com''']: for data science competitions in teams of 1-3 students.
	* Ensure that your name & email matches exactly to those in Moodle LMS or we can ~~lose~~ you in grade matching. Update the profile with your presentable photo to help us authenticate you and credit your effort.		* Ensure that your name & email matches exactly to those in Moodle LMS or we can loose you in grade matching. Update the profile with your presentable photo to help us authenticate you and credit your effort.

	'''Optional Systems (yet maintained by Teaching Team)'''		'''Optional Systems (yet maintained by Teaching Team)'''
Строка 43:		Строка 43:
	# [https://Discourse.hsemlp.ru '''Discourse.hsemlp.ru''']: for all discussions beyond office hours and which are irrelevant in the comments to the Telegram channel announcements.		# [https://Discourse.hsemlp.ru '''Discourse.hsemlp.ru''']: for all discussions beyond office hours and which are irrelevant in the comments to the Telegram channel announcements.
	* Invitations were sent out on Sep 2.		* Invitations were sent out on Sep 2.
	* Ensure that your name & email matches exactly to those in Moodle LMS or we can ~~lose~~ you in grade matching. Update the profile with your presentable photo to help us authenticate you.		* Ensure that your name & email matches exactly to those in Moodle LMS or we can loose you in grade matching. Update the profile with your presentable photo to help us authenticate you.
	# [http://DataCamp.com '''DataCamp.com''']: for additional preparatory courses in the first few weeks.		# [http://DataCamp.com '''DataCamp.com''']: for additional preparatory courses in the first few weeks.
	* Invitations were sent out on Sep 2.		* Invitations were sent out on Sep 2.

← Предыдущая версия		Версия от 09:13, 11 марта 2025
Строка 23:		Строка 23:
	\|-		\|-
	\|\| Teaching Assistants		\|\| Teaching Assistants
	\|\| Egor Bugaev		\|\| Egor Bugaev @epbugaev
	\|\| Anastasiia Prokhorova		\|\| Anastasiia Prokhorova @Anastation67
	\|\| Adam Terlo		\|\| Adam Terlo @adamrvn
	\|\| Khushbu Saradva		\|\| Khushbu Saradva @khush_kish
	\|}		\|}

← Предыдущая версия		Версия от 17:38, 23 января 2025
Строка 10:		Строка 10:
	{\| class="wikitable" style="text-align:center"		{\| class="wikitable" style="text-align:center"
	\|-		\|-
	! Role !! ~~DSBA~~ !! ~~DSBA~~ !! ~~DSBA~~ !! ICEF		! Role !! DSBA221 !! DSBA222 !! DSBA223 !! ICEF
	\|-		\|-
	\|\| Lecturer		\|\| Lecturer
Строка 17:		Строка 17:
	\|-		\|-
	\|\| Seminar Assistants		\|\| Seminar Assistants
			\|\| Nikita Aksenov
			\|\| [https://www.linkedin.com/in/kirill-bykov-b81629211/, Kirill Bykov]
	\|\| [https://www.hse.ru/en/staff/sara/ Saraa Ali]		\|\| [https://www.hse.ru/en/staff/sara/ Saraa Ali]
	~~\|\| [https://www.linkedin.com/in/kirill-bykov-b81629211/, Kirill Bykov]~~
	~~\|\| Nikita Aksenov~~
	\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]		\|\| [https://www.hse.ru/en/org/persons/401648437 Majid Sohrabi]
	\|-		\|-
	\|\| Teaching Assistants		\|\| Teaching Assistants
			\|\| Egor Bugaev
			\|\| Anastasiia Prokhorova
	\|\| Adam Terlo		\|\| Adam Terlo
	~~\|\| Anastasiia Prokhorova~~
	~~\|\| Egor Bugaev~~
	\|\| Khushbu Saradva		\|\| Khushbu Saradva
	\|}		\|}