KFU. Card publication. Intelligent Data Analysis

INTELLIGENT DATA ANALYSIS

Form of presentation

Virtual classrooms

Year of publication

2020

Язык

русский

Authors, employees of KFU

Zaikin Artem Aleksandrovich, author

Bibliographic description in the original language

Intelligent Data Analysis

Annotation

Some probabilistic models of data analysis

Keywords

Data analysis

Please use this ID to quote from or refer to the card

Structure and resource files

Section name	File name	Size (MB)	Format
Intelligent Data Analysis	F_IDA_description.pdf	0,04	pdf	посмотреть / скачать
Intelligent Data Analysis	F_Dist_materials_up_to_date.pdf	0,07	pdf	посмотреть / скачать
1. Exploratory data analysis	lesson_1_prob.pdf	0,01	pdf	посмотреть / скачать
2. Gaussian linear regression	lesson_2_prob.pdf	0,02	pdf	посмотреть / скачать
3. Generalized linear regression models	lesson_3_prob.pdf	0,01	pdf	посмотреть / скачать
4. Regularization	lesson_4_prob.pdf	0,07	pdf	посмотреть / скачать
5. Basis expansions and generalized additive models	F_Dist_1_material.pdf	0,05	pdf	посмотреть / скачать
5. Basis expansions and generalized additive models	lesson_5_prob.pdf	0,10	pdf	посмотреть / скачать
6. Gaussian processes and kernel smoothing methods	F_lesson_6_prob.pdf	0,09	pdf	посмотреть / скачать

Field DC	Value	Language
dc.contributor.author	Zaikin Artem Aleksandrovich	ru_RU
dc.date.accessioned	2020-01-01T00:00:00Z	ru_RU
dc.date.available	2020-01-01T00:00:00Z	ru_RU
dc.date.issued	2020	ru_RU
dc.identifier.citation	Intelligent Data Analysis	ru_RU
dc.identifier.uri	https://repository.kpfu.ru/eng/?p_id=227146&p_lang=2	ru_RU
dc.description.abstract	Some probabilistic models of data analysis	ru_RU
dc.language.iso	ru	ru_RU
dc.subject		ru_RU
dc.subject	Data analysis	ru_RU
dc.title	Intelligent Data Analysis	ru_RU
dc.type	Virtual classrooms	ru_RU