Big Data Methods
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Teaching
Details
Faculty Faculty of Management, Economics and Social Sciences Domain Economics Code UE-EEP.00142 Languages English Type of lesson Lecture
Level Master Semester SP-2023 Schedules and rooms
Summary schedule Wednesday 17:15 - 20:00, Hebdomadaire (Spring semester)
Hours per week 3 Teaching
Documents
Bibliography J. Racine (2008): “Nonparametric Econometrics: A Primer”, Foundations and Trends in Econometrics, Vol. 3, No 1, pp. 1–88. https://www.nowpublishers.com/article/Details/ECO-009
G. James, D. Witten, T. Hastie, and R. Tibshirani (2013): An Introduction to Statistical Learning with Applications in R, Springer, New York. http://www-bcf.usc.edu/~gareth/ISL/
Further references are provided on the moodle site of the course. -
Dates and rooms
Date Hour Type of lesson Place 22.02.2023 17:15 - 20:00 Cours PER 21, Room B130 01.03.2023 17:15 - 20:00 Cours PER 21, Room B130 08.03.2023 17:15 - 20:00 Cours PER 21, Room B130 15.03.2023 17:15 - 20:00 Cours PER 21, Room B130 22.03.2023 17:15 - 20:00 Cours PER 21, Room B130 29.03.2023 17:15 - 20:00 Cours PER 21, Room B130 05.04.2023 17:15 - 20:00 Cours PER 21, Room B130 19.04.2023 17:15 - 20:00 Cours PER 21, Room B130 26.04.2023 17:15 - 20:00 Cours PER 21, Room B130 03.05.2023 17:15 - 20:00 Cours PER 21, Room B130 10.05.2023 17:15 - 20:00 Cours PER 21, Room B130 17.05.2023 17:15 - 20:00 Cours PER 21, Room B130 24.05.2023 17:15 - 20:00 Cours PER 21, Room B130 31.05.2023 17:15 - 20:00 Cours PER 21, Room B130 -
Assessments methods
Written exam - SP-2023, Session d'été 2023
Date 09.06.2023 17:00 - 18:30 Assessments methods By rating Descriptions of Exams Examination time: 90 Min. and participation in PC labs
Written exam - SP-2023, Session de rattrapage 2023
Date 01.09.2023 14:00 - 15:30 Assessments methods By rating Descriptions of Exams Examination time: 90 Min. and participation in PC labs
Written exam - SA-2023, Session d'hiver 2024
Date 09.01.2024 11:00 - 12:30 Assessments methods By rating Descriptions of Exams Examination time: 90 Min. and participation in PC labs
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Assignment
Valid for the following curricula: BeNeFri - Sciences économiques et sociales
Version: 2018/SP_V01_SES_BeNeFri
Course > Master course offering for BeNeFri Students
Complementary learnings in SES or mobility students
Version: ens_compl_ses
Mster course offering for Mobility Students
Doc - Business Informatics
Version: 20210713
Elective courses > Wahlkurse UNIFR
Doc - Economics
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Economie quantitative
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Management
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Management in Nonprofit-Organisation
Version: 2002/SA_V01_60ECTS Théoriques
Elective courses > Wahlkurse UNIFR
Doc - Sciences sociales
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
Doc - Sciences économiques et sociales
Version: 2002/SA_V01
Cours a choix > Wahlkurse UNIFR
European Studies 30 [MA]
Version: SA14_MA_PS_bil_v01
Enjeux économiques, politiques et sociaux en Europe > Modul "Economie" (Option A)
Ma - Accounting and Finance - 120 ECTS
Version: 2024/SP_V01_DD_Caen
UniFr courses > Modules "Data Analytics" and "Audit et Fiscalité": min. 2 courses > DAT: Data AnalyticsUniFr courses > Elective courses - Max 18 ECTS > SES Master level courses
Ma - Accounting and Finance - 90 ECTS
Version: 2021/SA_V01 Dès SA-2024
Course - 72 ECTS > Minimum 0 / maximum 1 optional master course offered at the University of Fribourg, if 72 ECTS not yet reached in the above modules > SES Master level coursesCourse - 72 ECTS > Modules "Data Analytics" and "Audit et Fiscalité": min. 3 courses > DAT: Data Analytics > Core courses
Ma - Business Communication - Management - 90 ECTS
Version: 2022/SA_V02
Courses - 60 ECTS > Chosen Option > Management > 30 ECTS parmi les modules : > DIG: Managing Digitalisation
Ma - Business Communication : Business Informatics - 90 ECTS
Version: 2020/SA_V02
Courses - 60 ECTS > Option Group > Information Management > Cours > Modules management > DIG: Managing DigitalisationCourses - 60 ECTS > Option Group > Information Management > Cours > Modules management > DAT: Data Analytics
Ma - Business Communication : Economics - 90 ECTS
Version: 2021/SA_V02
Courses > Option Group > Economics > Elective courses - 18 ECTS > Kurse der Module Master Volkswirtschaftslehre, ohne die Module 4 und 9
Ma - Business Informatics - 90 ECTS
Version: 2020/SA-v01
Classes - min. 45 ECTS > Modules management - max. 15 ECTS > DIG: Managing DigitalisationClasses - min. 45 ECTS > Modules management - max. 15 ECTS > DAT: Data Analytics
Ma - Communication and Media Research - 90 ECTS
Version: 2015/SA_V01
Courses - 60 ECTS > Inter- and Transdisciplinary Perspectives > SES Master level courses
Ma - Communication and Society - 90 ECTS
Version: 2021/SA_V03
Forschungsbereiche > Inter- & Transdisciplinary Perspectives
Ma - Data Analytics & Economics - 90 ECTS
Version: 2020/SA-v01
Courses min 63 ECTS > Mandatory Modules (45 to 63 ECTS) > Module I: Data Analytics (Data)
Ma - Economics - 90 ECTS
Version: 2021/SA_V04
Le choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Quantitative Economics > Elective courses in Quantitative Economics > Courses from the SES faculty - max. 15 ECTS > SES Master level coursesLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Quantitative Economics > Elective courses in Quantitative EconomicsLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Quantitative EconomicsLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Sustainable Development and Social Responsibility > Elective courses in Sustainable Development and Social Responsibility > Ma - Elective courses in Political EconomyLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Sustainable Development and Social Responsibility > Elective courses in Sustainable Development and Social Responsibility > Elective courses of the SES Faculty - max. 15 ECTS > SES Master level coursesLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Public Economics and Policy > Elective courses in Public Economics and Policy > Ma - Elective courses in Political EconomyLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Public Economics and Policy > Elective courses in Public Economics and Policy > Elective courses of the SES Faculty - max. 15 ECTS > SES Master level coursesLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Business Economics > Elective courses in Business Economics > Ma - Elective courses in Political EconomyLe choix de l'option se fait par l'inscription au premier cours dans l'une des options possibles. > Business Economics > Elective courses in Business Economics > Wahlkurse der SES-Fakultät - max. 15 ECTS > SES Master level coursesCourse selection for the Master WITHOUT options > Elective courses > Ma - Elective courses in Political EconomyCourse selection for the Master WITHOUT options > Elective courses > Elective courses of the SES Faculty - max. 15 ECTS > SES Master level courses
Ma - European Business - 90 ECTS
Version: 2017/SA_v01
Courses - 63 ECTS > Additional courses: Any Master courses of the Faculty of Economics and Social Sciences, as well as maximum 9 ECTS from all Master programmes of the University. > SES Master level courses
Ma - International and European Business - 90 ECTS
Version: 2021/SA_v01 dès SA-2024
Courses > Modules > Elective courses of the management modules > Elective courses of the management modules > Elective courses for the Master in managementCourses > Modules > One complete module taken from the following list > DIG Module validation element group > DIG: Managing Digitalisation > Elective coursesCourses > Modules > One complete module taken from the following list > DAT Module validation element group > DAT: Data Analytics > Core coursesCourses > Additional courses > SES Master level courses
Ma - Management - 90 ECTS
Version: 2021/SA_v03 dès SA-2024
Courses: min. 72 ECTS > Modules - min 54 ECTS > Minimum of 3 modules with a minimum of 18 ECTS and 2 core courses > DIG Module validation element group > DIG: Managing Digitalisation > Elective coursesCourses: min. 72 ECTS > Modules - min 54 ECTS > Minimum of 3 modules with a minimum of 18 ECTS and 2 core courses > DAT Module validation element group > DAT: Data Analytics > Core coursesCourses: min. 72 ECTS > Modules - min 54 ECTS > Elective courses taken outside a validating module > Elective courses in the management modules > Elective courses for the Master in managementCourses: min. 72 ECTS > Elective courses > SES Master level courses
Ma - Management - 90 ECTS [MA]
Version: 2017/SA_v01
Courses: min. 63 ECTS > Cours facultatifs : max. 18 ECTS > SES Master level courses
Ma - Marketing - 90 ECTS
Version: 2021/V03 dès SA-2024
Courses - 72 ECTS > Complementary module > DIG Module validation element group > DIG: Managing Digitalisation > Elective coursesCourses - 72 ECTS > Complementary module > DAT Module validation element group > DAT: Data Analytics > Core coursesCourses - 72 ECTS > Elective Master courses from the whole university > SES Master level courses
Ma - Public Economics and Public Finance - 90 ECTS
Version: 2021/SA_V01_DD_PEPF
Cours > Up to 40 ECTS credits must fulfill the conditions required for the specialisation according to the approuved document "Individual choice of lectures". > Ma - Elective courses in Political Economy
MiMa - Business Informatics - 30 ECTS
Version: 2020/SA_V01
Cours > Modules management > DIG: Managing DigitalisationCours > Modules management > DAT: Data Analytics
MiMa - Data Analytics - 30 ECTS
Version: 2020/SA-v01
À choix 18 crédits ECTS
MiMa - Economics - 30 ECTS
Version: 2021/SA_V01
Elective courses > Ma - Elective courses in Political Economy
MiMa - Gestion d'entreprise - 30 ECTS
Version: 2021/SA_V01
Elective courses - 30 ECTS > DIG: Managing DigitalisationElective courses - 30 ECTS > DAT: Data Analytics