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Angewandtes Maschinelles Lernen - Einzelansicht

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  • Zur Zeit keine Belegung möglich
Veranstaltungsart Seminar Veranstaltungsnummer 413681
SWS 2 Semester SoSe 2024
Einrichtung Wirtschaftswissenschaften   Sprache englisch
Belegungsfrist 02.04.2024 - 10.05.2024   
Gruppe 1:
     Zur Zeit keine Belegung möglich
    Tag Zeit Rhythmus Dauer Raum Lehrperson Ausfall-/Ausweichtermine Max. Teilnehmer/-innen
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Seminar Di 08:30 bis 10:00 wöchentlich 09.04.2024 bis 16.07.2024  3.06.S28 Andres  

In this years course, we explore how to extract valuable insights from unstructured text data using machine learning methods. Throughout this course, you'll delve into fundamental concepts like Bag of Words and Word Embeddings, enabling you to transform raw text into structured representations.

We will also delve into the realm of Machine Learning Methods, mastering both supervised and unsupervised algorithms to make informed predictions and classifications. From sentiment analysis to topic modeling, these techniques offer powerful tools for deciphering the underlying patterns in textual data.

But this course isn't just about theory. It's about practical application. You'll learn how to integrate Text as Data models and Machine Learning Methods into your research, empowering you to address questions in your field. In the end of this course, you will have the chance to write and to present a term paper of your choice.

Time schedule:

Week 1 to 5: Lecture on Theory

Week 6 to 10: Tutorial Q&A on how to apply methods for your term paper

Week 11 to 15: Presentation of term paper 



Die Veranstaltung wurde 4 mal im Vorlesungsverzeichnis SoSe 2024 gefunden:
Wirtschafts- und Sozialwissenschaftliche Fakultät
Master of Science
Economic Policy and Quantitative Methods (Prüfungsversion ab WiSe 2020/21)
Specialisation: Quantitative Methods
MA-M-220 - Econometric Methods and Applications II  - - - 1 offens Buch
MA-M-310 - Quantitative Methods I  - - - 2 offens Buch
MA-M-410 - Seminar in (Applied) Quantitative Methods  - - - 3 offens Buch
MA-E-220 - Advanced Economic Studies II  - - - 4 offens Buch