Gå direkt till huvudinnehåll
Sidopanel
Nützliche Links
Veranstaltungssuche
Rechenzentrum
Website-Support
Häufige Fragen
Lehre Digital
Forschung Digital
Lecture - Videoupload
CaseTrain
Mer
Svenska (sv)
Català (ca)
Deutsch (de)
Deutsch (du) (de_du)
English (en)
Español - Internacional (es)
Français (fr)
Italiano (it)
Português - Portugal (pt)
Svenska (sv)
Türkçe (tr)
Русский (ru)
العربية (ar)
Du besöker oss just nu som gäst
Logga in
Nützliche Links
Fäll ihop
Expandera
Veranstaltungssuche
Rechenzentrum
Website-Support
Häufige Fragen
Lehre Digital
Forschung Digital
Lecture - Videoupload
CaseTrain
Expandera allt
Fäll ihop allt
Expandera
Fäll ihop
Общее
Выделено
Ankündigungen
Expandera
Fäll ihop
General Information
Выделено
What is the Course About?The aim of this course is...
Learning outcomesUpon successful completion of the...
Expandera
Fäll ihop
Organizational matters
Выделено
Language of the Course The lectures will be partia...
Expandera
Fäll ihop
Part 1: Introduction to Data Science for Humanities
Выделено
Lecture content: What is data science, and why sho...
Notebook: Python-Basics (HTML-Version)
Kick-off slides
Expandera
Fäll ihop
Part 2: (Re-)introduction to Python
Выделено
Lecture content: Basic programming paradigms (OOP,...
Exercise 1: Python basics
Notebook: Basics 2 (HTML-Version)
Expandera
Fäll ihop
Part 3: Data modeling for data science
Выделено
Lecture content: Vectorization of data -- texts an...
Exercise: Numpy and Bag-of-words model
Notebook: Numpy (HTML-Version)
Solution: Bag-of-words
Solution: Python basics
Expandera
Fäll ihop
Part 4: Data Acquisition and Preparation
Выделено
Lecture content: Data collection and data acquisit...
Notebook: Acquistion and Preprocessing (HTML-Version)
Dataset: Olympics
Expandera
Fäll ihop
Part 5: Explorative Analysis 1 – Descriptive Analysis and visualization
Выделено
Lecture content: Descriptive statistics: univariat...
Notebook: Descriptive Statistics (HTML-Version)
Notebook: Deep-dive into Seaborn (HTML-Version)
Homework: Gather a dataset.
Expandera
Fäll ihop
Part 6: Explorative Analysis 2 – Clustering and distance functions
Выделено
Lecture content: Basics of vector spaces (in a pra...
Notebook: Clustering and Distance Functions (HTML)
Notebook: Clustering and distance function (.ipynb)
Expandera
Fäll ihop
Part 7: Predictive Analysis (A Gentle Introduction to Machine Learning)
Выделено
Lecture content: Basics concepts of (predictive) l...
Notebook: Classification (.ipynb)
Data: reviews_train.csv
Data: reviews_text.csv
Text Classification and Clustering: Slides
Expandera
Fäll ihop
Part 8: Text and Language I (Computational Linguistics)
Выделено
Lecture content: Corpus linguistics: frequency dis...
Notebook: Text Processing
Slides: Lexical Semantics
Slides: Text Representations
Slides: Information Extraction
Data: Unlabeled Reviews
Expandera
Fäll ihop
Part 9: Text and Language II (Natural Language Processing)
Выделено
Lecture content: Language modeling and distributio...
Expandera
Fäll ihop
Part 10: Guest lecture
Выделено
Öppna kurskatalog
Startsida
Demokurs Wortschatz B1
Beispiel Modul I Einheit 1.3 Was ist, wenn ...?
1.3 Wörter erkennen
1.3 Wörter erkennen
Slutförandvillkor
Markera som slutförd
1.3.png
Mindmap.jpg
Wörter erkenn...
◄ 1.3 Eintauchen
Hoppa till...
Hoppa till...
Herzlich willkommen im Kurs!
Wie ist der Kurs aufgebaut?
Wie ist eine Einheit aufgebaut?
Wie ist ein Modul aufgebaut?
Auszug aus dem kursbegleitenden Glossar
Virtuelles Glossar
1.3 Eintauchen
1.3 Mindmap zum Thema Emotionen
1.3 Wörter hören
1.3 Arbeiten mit dem Glosssar
1.3 Wörter hören und Grammatik
1.3 Wortbedeutung
1.3 Wörter im Kontext
1.3 Aufgaben zum Glossar
1.3 Material Emotionen
1.3 Mindmap zum Thema Emotionen ►
Impressum
|
Datenschutzerklärung - WueCampus
|
Erklärung zur Barrierefreiheit
|
Bildnachweise
Navigationsleiste - WueStudy:
University icons created by justicon - Flaticon
Navigationsleiste - Rechenzentrum:
Data center icons created by Eucalyp - Flaticon
Navigationsleiste - Website Support:
Consultant icons created by Vitaly Gorbachev - Flaticon
Navigationsleiste - Häufige Fragen:
Files and folders icons created by Freepik - Flaticon
Navigationsleiste - Lehre Digital:
Training icons created by vectorspoint - Flaticon
Navigationsleiste - Forschung Digital:
Research icons created by Eucalyp - Flaticon
Navigationsleiste - Lecture:
Video icons created by Freepik - Flaticon
Werbefeld 2 - WueLogin:
Login icons created by Freepik - Flaticon
Werbefeld 3 - Upgrade WueCampus 4.4:
Update icons created by Freepik - Flaticon