General information

Course name	Vorlesung + Übung: Financial Data Analytics
Course number	WIW-5283
Semester	WS 2023/24
Current number of participants	49
Home institute	Prof. Dr. Jan Muntermann - Financial Data Analytics
Courses type	Vorlesung + Übung in category Teaching
Next date	Tue., 12.12.2023 14:00 - 15:30, Room: (K: 1003)
Performance record	Written Exam
Online/Digitale Veranstaltung	Veranstaltung wird in Präsenz abgehalten.
Hauptunterrichtssprache	englisch
Literaturhinweise	M. Alvarez (2007) Market Data Explained: A Practical Guide to Global Capital Markets Information, Oxford, Elsevier Sharda, R.; Delen, D.; Turban, E. (2020) Analytics, Data Science, & Artificial Intelligence: Systems for Decision Support, 11th Ed., Prentice Hall, NJ. Sabherwal, R.; Becerra-Fernandez, I. (2013) Business Intelligence: Practices, technologies and management, John Wiley & Sons, NY. Tan, P.; Steinbach, M.; Karpatne, A.; Kumar, V. (2018) Introduction to Data Mining, 2nd Ed., Addison Wesley, Boston. Han, J.; Pei, J.; Tong, H. (2022) Data Mining: Concepts and Techniques, 4th Ed., Morgan Kaufmann, Waltham, MA.
ECTS points	6

Lecturers

Course location / Course dates

(K: 1003)	Tuesday: 14:00 - 15:30, weekly (12x)
(CIP 2113)	Wednesday: 12:15 - 13:45, weekly (9x)
n.a.	Wednesday: 12:15 - 13:45, weekly

Fields of study

Wirtschaftswissenschaftliche Fakultät > Master WiWi

Module assignments

Economics and Public Policy Masterstudiengang Economics and Public Policy (PO 2017), 13. Version valid from WS 2023/24 > Modulgruppe C: Minor (Msc. EPP) (PO 2017) - Finance & Information > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Austauschstudium WiWi Austauschstudium WiWi, 3. Version valid from WS 2023/24 > Wirtschaftswissenschaftliche Fakultät - Master Level > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Economics and Public Policy Masterstudiengang Economics and Public Policy (PO 2017), 13. Version valid from WS 2023/24 > Modulgruppe C: Minor (Msc. EPP) (PO 2017) - General Management & Economics > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Economics and Public Policy Masterstudiengang Economics and Public Policy (PO 2021), 5. Version valid from WS 2023/24 > Modulgruppe C2: Minor Finance, Accounting, Controlling & Taxation > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Betriebswirtschaftslehre Masterstudiengang Betriebswirtschaftslehre (PO 2017), 13. Version valid from WS 2023/24 > Modulgruppe B: Major (M.Sc. BWL) (PO 2017) - Finance & Information > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Wirtschaftsinformatik Masterstudiengang Wirtschaftsinformatik (PO 2017), 14. Version valid from WS 2023/24 > Modulgruppe B: Major Operations, Finanz- und Informationsmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Betriebswirtschaftslehre Masterstudiengang Betriebswirtschaftslehre (PO 2021), 5. Version valid from WS 2023/24 > Modulgruppe C1: Minor General Management & Economics > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Rechts- und Wirtschaftswissenschaften Masterstudiengang Rechts- und Wirtschaftswissenschaften PO 2021, 6. Version valid from WS 2023/24 > Hauptschwerpunkt B 2: Banken, Kapitalmarkt und Finanzmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Wirtschaftsinformatik Masterstudiengang Wirtschaftsinformatik (PO 2017), 14. Version valid from WS 2023/24 > Modulgruppe E: Minor Operations, Finanz- und Informationsmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Rechts- und Wirtschaftswissenschaften Masterstudiengang Rechts- und Wirtschaftswissenschaften PO 2015, 17. Version valid from WS 2023/24 > Hauptschwerpunkt Bank, Kapitalmarkt und Finanzmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Rechts- und Wirtschaftswissenschaften Masterstudiengang Rechts- und Wirtschaftswissenschaften PO 2021, 3. Version valid from WS 2022/23 > Nebenschwerpunkt C 2: Banken, Kapitalmarkt und Finanzmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Rechts- und Wirtschaftswissenschaften Masterstudiengang Rechts- und Wirtschaftswissenschaften PO 2021, 3. Version valid from WS 2022/23 > Hauptschwerpunkt B 2: Banken, Kapitalmarkt und Finanzmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Deutsch-Französisches Management Deutsch-Französisches Management (M.Sc.), 21. Version valid from WS 2023/24 > B: Cluster - B.1 a) Cluster Finance & Information > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Betriebswirtschaftslehre Masterstudiengang Betriebswirtschaftslehre (PO 2017), 13. Version valid from WS 2023/24 > Modulgruppe C: Minor (Msc. BWL) (PO 2017) - Finance & Information > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Betriebswirtschaftslehre Masterstudiengang Betriebswirtschaftslehre (PO 2017), 13. Version valid from WS 2023/24 > Modulgruppe C: Minor (Msc. BWL) (PO 2017) - General Management & Economics > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Global Business Management Master Global Business Management (PO 2023), 1. Version (WS 2023/24) > Modulgruppe B: Global Business and Economics > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Betriebswirtschaftslehre Masterstudiengang Betriebswirtschaftslehre (PO 2021), 5. Version valid from WS 2023/24 > Modulgruppe B1: Major Finance, Accounting, Controlling & Taxation > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Rechts- und Wirtschaftswissenschaften Masterstudiengang Rechts- und Wirtschaftswissenschaften PO 2021, 6. Version valid from WS 2023/24 > Nebenschwerpunkt C 2: Banken, Kapitalmarkt und Finanzmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Betriebswirtschaftslehre Masterstudiengang Betriebswirtschaftslehre (PO 2021), 5. Version valid from WS 2023/24 > Modulgruppe C2: Minor Finance, Accounting, Controlling & Taxation > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Global Business Management Master Global Business Management (PO 2011), 19. Version valid from WS 2023/24 > Modulgruppe B: Global Business and Economics > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Rechts- und Wirtschaftswissenschaften Masterstudiengang Rechts- und Wirtschaftswissenschaften PO 2015, 17. Version valid from WS 2023/24 > Nebenschwerpunkt Banken, Kapitalmarkt und Finanzmanagement > WIW-5283 - Financial Data Analytics > Financial Data Analytics
Economics and Public Policy Masterstudiengang Economics and Public Policy (PO 2021), 5. Version valid from WS 2023/24 > Modulgruppe C1: Minor General Management & Economics > WIW-5283 - Financial Data Analytics > Financial Data Analytics

Comment/Description

After successfully passing this course, students have expertise in the most important methodological aspects of advanced data analytics in financial contexts. First, they understand the most relevant data structures, models, and standards in finance. Further, they understand the basic principles of descriptive, predictive, and prescriptive analytic approaches to support financial decision-making processes. Students know and apply a skill set suited for addressing related unstructured decision situations that require advanced data processing and analysis. Based on the introduced methodological foundations, the students are enabled to apply and evaluate different methodological approaches for advanced data analytics, especially data and text mining techniques to support decision-making in financial contexts.

Admission settings

The course is part of admission "Anmeldung mit Passwort: Financial Data Analytics".

The following rules apply for the admission:

Password required.