Meine Veranstaltungen - E.L.V.I.S. 3.1

Vorlesungsverzeichnis

Informationen zur Lehrveranstaltung

Fragen und Antworten

Kontakte

Kalender & Termine

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Hasnain BOKHARI

Advanced Data Analytics

SS 2025

Teaching language

Englisch

Dates

Registration

[No data available.]

Modules

M Pub 2020 601SPNPM#03 // SE 3LP   ::-1::
M Pub 2020 602SPGPP#03 // SE 3LP   ::-1::
M Pub 2020 603SPSEP#03 // SE 3LP   ::-1::
M Pub 2020 604SPCSM#03 // SE 3LP   ::-1::

Comment
With data at the core of decision-making today, analysis and interpretation are essential for influencing policy choices. This course is designed to equip public policy students with advanced data analytics skills using Python, preparing them for data-driven decision-making in the public sector. Students will explore a wide range of analytical methods utilizing Python libraries such as pandas, NumPy, and Matplotlib, applying these methods to real-world policy questions with publicly available datasets from global institutions like the IMF and EU. Additionally, the course will introduce the use of APIs (Application Programming Interfaces) to access and retrieve data from online databases. By connecting with APIs, students will learn to automate data extraction and integrate it into their analytical workflows. Students will also work on a simulated social science problem as a case study, applying Python programming and data analytics techniques to address real-world policy issues, reinforcing their Python skills throughout the process. This course is part of a broader project at the Brandt School titled Computational Social Science for Public Policy, led by Dr. Bokhari as its Principal Investigator. The course offers self-paced learning modules on Moodle.

Literature

[No data available.]

Legende Termintypen

Wö = wöchentlicher Termin , ET = Einzeltermin , AB = A- oder B-Woche , Vo = Vorbesprechung , Ex = Exkursion , Kl = Klausur , Tä, At, Wt = täglicher (Block-)Termin , nV = nach Vereinbarung/nicht festgelegt. Wö = wöchentlicher Termin (meets weekly) , ET = Einzeltermin (meets one time only) , AB = A- oder B-Woche (alternating: “A” or “B” weeks) , Vo = Vorbesprechung (preliminary meeting) , Ex = Exkursion (excursion/study trip) , Kl = Klausur (exam) , Tä, At, Wt = täglicher (Block-)Termin (meets daily/block seminar) , nV = nach Vereinbarung/nicht festgelegt (by appointment, TBA).

Legende Raumbezeichnungen

AMG = AudiMaxGebäude , APS = AlteParteiSchule , FG = Forschungsgebäude , GH = Gartenhaus , GSH = Große Sporthalle , HdProjekte = Haus der Projekte , KSyn = Kleine Synagoge , LG = Lehrgebäude , MG = Mitarbeitergbäude , MTV Halle = Männerturnverein Halle , SH JP = Schwimmhalle Johannesplatz , WBS = Willy Brandt School , ZSG = Zentralschulgarten