Linear Algebra for Data Science (2022) - История изменений

Asryabykin: добавил лекцию 4 и ссылки на будущие лекции 5 и 6

2022-10-22T00:25:13Z

добавил лекцию 4 и ссылки на будущие лекции 5 и 6

← Предыдущая версия		Версия от 00:25, 22 октября 2022
Строка 51:		Строка 51:
	\| Lecture 3 \|\| 23.09.22 \|\| Approximation. Interpolation problem. Polynomial interpolation.<br> Hermitian interpolation. Splines. Bézier curves and splines.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| 5(v1.5) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3.tex Click]		\| Lecture 3 \|\| 23.09.22 \|\| Approximation. Interpolation problem. Polynomial interpolation.<br> Hermitian interpolation. Splines. Bézier curves and splines.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| 5(v1.5) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3.tex Click]
	\|-		\|-
	\| Lecture 4 \|\| 07.10.22 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon		\| Lecture 4 \|\| 07.10.22 \|\| Metric axioms. Metric spaces. Norms. Normed linear spaces.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture4_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture4_linear_algebra_for_ds.pdf Click] \|\| 4(v1.5) \|\| 15 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture4.tex Click]
			\|-
			\| Lecture 5 \|\| 14.10.22 \|\| Norms. Minkovski's theorem. Euclidian space.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture5_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture5_linear_algebra_for_ds.pdf Click] \|\| 1(v0) \|\| 12 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture5.tex Click]
			\|-
			\| Lecture 6 \|\| 21.10.22 \|\| Chebyshev polynomials of the first kind. Chebyshev polynomials of the second kind.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture6_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture6_linear_algebra_for_ds.pdf Click] \|\| 1(v0) \|\| 12 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture6.tex Click]
			\|-
			\| Lecture 7 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon
	\|}		\|}

Asryabykin: изменил количество страниц

2022-10-02T01:02:54Z

изменил количество страниц

← Предыдущая версия		Версия от 01:02, 2 октября 2022
Строка 49:		Строка 49:
	\| Lecture 2 \|\| 16.09.22 \|\| Pseudosolutions and its applications. Linear Regression. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| 3p (v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2.tex Click]		\| Lecture 2 \|\| 16.09.22 \|\| Pseudosolutions and its applications. Linear Regression. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| 3p (v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2.tex Click]
	\|-		\|-
	\| Lecture 3 \|\| 23.09.22 \|\| Approximation. Interpolation problem. Polynomial interpolation.<br> Hermitian interpolation. Splines. Bézier curves and splines.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| 3(v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3.tex Click]		\| Lecture 3 \|\| 23.09.22 \|\| Approximation. Interpolation problem. Polynomial interpolation.<br> Hermitian interpolation. Splines. Bézier curves and splines.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| 5(v1.5) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3.tex Click]
	\|-		\|-
	\| Lecture 4 \|\| 07.10.22 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon		\| Lecture 4 \|\| 07.10.22 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon

Asryabykin: Добавил 3ю лекцию

2022-10-01T00:05:06Z

Добавил 3ю лекцию

← Предыдущая версия		Версия от 00:05, 1 октября 2022
Строка 49:		Строка 49:
	\| Lecture 2 \|\| 16.09.22 \|\| Pseudosolutions and its applications. Linear Regression. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| 3p (v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2.tex Click]		\| Lecture 2 \|\| 16.09.22 \|\| Pseudosolutions and its applications. Linear Regression. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| 3p (v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2.tex Click]
	\|-		\|-
	\| Lecture 3 \|\| 23.09.22 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon		\| Lecture 3 \|\| 23.09.22 \|\| Approximation. Interpolation problem. Polynomial interpolation.<br> Hermitian interpolation. Splines. Bézier curves and splines.\|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3_linear_algebra_for_ds.pdf Click] \|\| 3(v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture3.tex Click]
			\|-
			\| Lecture 4 \|\| 07.10.22 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon
	\|}		\|}

Asryabykin: Добавил контакты

2022-09-19T00:15:27Z

Добавил контакты

← Предыдущая версия		Версия от 00:15, 19 сентября 2022
Строка 77:		Строка 77:
	* Bryan, K. and Leise, T., 2006. The $25,000,000,000 eigenvector: The linear algebra behind Google. SIAM review, 48(3), pp.569-581;		* Bryan, K. and Leise, T., 2006. The $25,000,000,000 eigenvector: The linear algebra behind Google. SIAM review, 48(3), pp.569-581;
	* D. Cox, J. Little, and D. O’Shea. Ideals, varieties, and algorithms: an introduction to computational algebraic geometry and commutative algebra. Springer Science & Business Media, 2013.		* D. Cox, J. Little, and D. O’Shea. Ideals, varieties, and algorithms: an introduction to computational algebraic geometry and commutative algebra. Springer Science & Business Media, 2013.

			===Contacts===
			[https://t.me/gumanitariinenuzhny Polina Moskvicheva]

			[https://t.me/addicted_by Aleksey Ryabykin] [https://github.com/addicted-by Github]

Asryabykin: Переименовал время выполнения

2022-09-19T00:09:52Z

Переименовал время выполнения

← Предыдущая версия		Версия от 00:09, 19 сентября 2022
Строка 32:		Строка 32:
	{\| class="wikitable"		{\| class="wikitable"
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	! Type!! Date !! Topics !! Download materials !! Read Materials !! Tasks !! ~~Completing time~~ !! Deadline !! Download Solution !! Read Solution		! Type!! Date !! Topics !! Download materials !! Read Materials !! Tasks !! Time to completion !! Deadline !! Download Solution !! Read Solution
	\|-		\|-
	\| <span style="color:green">Optional</span> \|\| 14.09.22 \|\| Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| 4 \|\| 15-30 min \|\| 16.09.22 \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/homeworks1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/homeworks1_linear_algebra_for_ds.pdf Click]		\| <span style="color:green">Optional</span> \|\| 14.09.22 \|\| Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| 4 \|\| 15-30 min \|\| 16.09.22 \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/homeworks1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/homeworks1_linear_algebra_for_ds.pdf Click]

Asryabykin: Добавил вторую лекцию

2022-09-19T00:08:19Z

Добавил вторую лекцию

← Предыдущая версия		Версия от 00:08, 19 сентября 2022
Строка 45:		Строка 45:
	! Lecture !! Date !! Topics !! Download materials !! Read Materials !! Pages !! Reading time !! GitHub (for changes)		! Lecture !! Date !! Topics !! Download materials !! Read Materials !! Pages !! Reading time !! GitHub (for changes)
	\|-		\|-
	\| Lecture 1 \|\| 09.09.22 \|\| Distinctive features of applied linear algebra. <br> Problems with real data. Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture1_linear_algebra_for_ds.pdf Click] \|\| 3p \|\| 7 min read \|\| [https://github.com/addicted-by/hse_courses/tree/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture1.tex ~~GitHub link~~]		\| Lecture 1 \|\| 09.09.22 \|\| Distinctive features of applied linear algebra. <br> Problems with real data. Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture1_linear_algebra_for_ds.pdf Click] \|\| 3p \|\| 7 min read \|\| [https://github.com/addicted-by/hse_courses/tree/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture1.tex Click]
	\|-		\|-
	\| Lecture 2 \|\| 16.09.22 \|\| \|\| \|\| \|\| \|\| \|\|		\| Lecture 2 \|\| 16.09.22 \|\| Pseudosolutions and its applications. Linear Regression. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2_linear_algebra_for_ds.pdf Click] \|\| 3p (v1.0) \|\| 10 min read \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/lectures/lecture2.tex Click]
			\|-
			\| Lecture 3 \|\| 23.09.22 \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon \|\| soon
	\|}		\|}

Asryabykin: Добавил дз1

2022-09-18T21:18:09Z

Добавил дз1

← Предыдущая версия		Версия от 21:18, 18 сентября 2022
Строка 32:		Строка 32:
	{\| class="wikitable"		{\| class="wikitable"
	\|-		\|-
	! Type!! Date !! Topics !! Download materials !! Read Materials !! Tasks !! Completing time !! Deadline		! Type!! Date !! Topics !! Download materials !! Read Materials !! Tasks !! Completing time !! Deadline !! Download Solution !! Read Solution
	\|-		\|-
	\| <span style="color:green">Optional</span> \|\| 14.09.22 \|\| Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| 4 \|\| 15-30 min \|\| 16.09.22		\| <span style="color:green">Optional</span> \|\| 14.09.22 \|\| Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| 4 \|\| 15-30 min \|\| 16.09.22 \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/homeworks1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/homeworks1_linear_algebra_for_ds.pdf Click]
	\|-		\|-
	\| Soon \|\| soon \|\| \|\| \|\| \|\| \|\| \|\|		\| Soon \|\| soon \|\| \|\| \|\| \|\| \|\| \|\|

Asryabykin: Добавил задания

2022-09-15T23:46:07Z

Добавил задания

← Предыдущая версия		Версия от 23:46, 15 сентября 2022
Строка 28:		Строка 28:

	'''<span style="color:green">Topics</span>''' on which you can prepare a talk: on your own (based on your experience) or from list: ''will be published soon''		'''<span style="color:green">Topics</span>''' on which you can prepare a talk: on your own (based on your experience) or from list: ''will be published soon''

			===Homeworks===
			{\| class="wikitable"
			\|-
			! Type!! Date !! Topics !! Download materials !! Read Materials !! Tasks !! Completing time !! Deadline
			\|-
			\| <span style="color:green">Optional</span> \|\| 14.09.22 \|\| Pseudoinverse matrices. Skeletonization. \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/assignments/hw1.pdf Click] \|\| 4 \|\| 15-30 min \|\| 16.09.22
			\|-
			\| Soon \|\| soon \|\| \|\| \|\| \|\| \|\| \|\|
			\|}

	===Lectures===		===Lectures===

Asryabykin: Совсем маленько поменял

2022-09-15T23:41:23Z

Совсем маленько поменял

← Предыдущая версия		Версия от 23:41, 15 сентября 2022
Строка 46:		Строка 46:
	! Seminar!! Date !! Topics !! Download materials !! Read Materials !! Pages !! Reading time !! GitHub (for changes)		! Seminar!! Date !! Topics !! Download materials !! Read Materials !! Pages !! Reading time !! GitHub (for changes)
	\|-		\|-
	\| Seminar 1 \|\| 09.09.22 \|\| Pseudoinverse matrices. Skeletonization. Singular value decomposition (SVD) \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/seminars/seminar1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/seminars/seminar1_linear_algebra_for_ds.pdf Click] \|\| 1p \|\| ~~3min~~ \|\| [https://github.com/addicted-by/hse_courses/tree/main/1st_year/term1/module1/linear_algebra_data_science/seminars/seminar1.tex GitHub link]		\| Seminar 1 \|\| 09.09.22 \|\| Pseudoinverse matrices. Skeletonization. Singular value decomposition (SVD) \|\| [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/seminars/seminar1_linear_algebra_for_ds.pdf Click] \|\| [https://github.com/addicted-by/hse_courses/blob/main/1st_year/term1/module1/linear_algebra_data_science/seminars/seminar1_linear_algebra_for_ds.pdf Click] \|\| 3p \|\| 9 min read \|\| [https://github.com/addicted-by/hse_courses/tree/main/1st_year/term1/module1/linear_algebra_data_science/seminars/seminar1.tex GitHub link]
	\|-		\|-
	\| Seminar 2 \|\| 16.09.22 \|\| \|\| \|\| \|\| \|\|		\| Seminar 2 \|\| 16.09.22 \|\| \|\| \|\| \|\| \|\|

Asryabykin: Исправил ошибку

2022-09-11T21:37:35Z

Исправил ошибку

← Предыдущая версия		Версия от 21:37, 11 сентября 2022
Строка 41:		Строка 41:

	===Seminars===		===Seminars===
	All ~~lectures~~ you will find [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/seminars_linear_algebra_for_ds.pdf here]		All seminars you will find [https://github.com/addicted-by/hse_courses/raw/main/1st_year/term1/module1/linear_algebra_data_science/seminars_linear_algebra_for_ds.pdf here]
	{\| class="wikitable"		{\| class="wikitable"
	\|-		\|-