Vorlesung von Dr. Konrad Voelkel
Das Skript ist verfügbar unter
https://voelkel.pages.cs.uni-duesseldorf.de/ds-skript/landing-page.html
Die Übungsaufgaben sind für eingeschriebene Nutzer*innen in ILIAS verfügbar.
Data Science SoSe 2025
-
26Videos
-
0Bilder
-
0Audios
-
0Dateien
Medien
-
Data Science VL 22: Anwendung von EM
01:17:44 duration
-
100 views
-
0 likes
-
-
Data Science VL 22: Expectation Maximization (2025)
01:30:27 duration
-
106 views
-
0 likes
-
-
Data Science VL 22: Relative und stetige Entropie
01:23:31 duration
-
149 views
-
0 likes
-
-
Data Science VL 21: Kernel-Trick und Signifikanz bei Tests (2025)
01:22:35 duration
-
327 views
-
0 likes
-
-
Data Science VL 20: Polynomiale Regression und Regularisierung (2025 - ohne Ton)
01:31:35 duration
-
321 views
-
0 likes
-
-
Data Science VL 19: Regression (2025)
01:29:31 duration
-
292 views
-
0 likes
-
-
Data Science VL 18: Hauptkomponentenanalyse (2025)
01:35:20 duration
-
344 views
-
0 likes
-
-
Data Science VL 17: Schätzer und Maximum Likelihood (2025)
01:12:11 duration
-
344 views
-
0 likes
-
-
Data Science VL 16: k-Means (2025)
01:33:21 duration
-
370 views
-
0 likes
-
-
Data Science VL 15: Datenschutz (2025)
01:22:35 duration
-
309 views
-
0 likes
-
-
Data Science VL 14: Daten putzen (2025)
01:30:20 duration
-
315 views
-
0 likes
-
-
Data Science VL 13: Multivariate Normalverteilung (2025)
01:29:24 duration
-
358 views
-
0 likes
-
-
Data Science VL 12 Simpsons und Pandas (2025)
01:32:41 duration
-
649 views
-
0 likes
-
-
Data Science VL 11: Kovarianz, Korrelation (2025)
01:30:43 duration
-
347 views
-
0 likes
-
-
Data Science VL 10: Verteilungen, Skalenniveaus, Visualisierungen (2025)
01:26:27 duration
-
372 views
-
0 likes
-
-
Data Science VL 9: Stetige Verteilungen (2025)
01:29:26 duration
-
466 views
-
0 likes
-
-
Data Science VL 8: Normalverteilung (2025)
01:25:00 duration
-
479 views
-
0 likes
-
-
Data Science VL 7: Stetige Verteilungen (2024)
01:24:40 duration
-
424 views
-
0 likes
-
-
Data Science VL 6: Erste Schritte Datenexploration mit Numpy (2025)
01:30:28 duration
-
506 views
-
0 likes
-
-
Data Science VL 5: Entropie (2024)
01:33:54 duration
-
411 views
-
0 likes
-
-
Data Science VL 4: Gesetz der großen Zahlen (2025)
01:31:21 duration
-
455 views
-
0 likes
-
-
Data Science VL 3: Mittlerer quadratischer Fehler, Erwartungswert und Varianz (2025)
01:31:35 duration
-
471 views
-
0 likes
-
-
Data Science: Python in der REPL
01:24:40 duration
-
406 views
-
0 likes
-
-
Data Science: Beispiele für EDA
01:37:57 duration
-
379 views
-
0 likes
-
-
Data Science VL 2: Wahrscheinlichkeitsmaß, Zufallsvariable, Bildmaß und pmf (2025)
01:31:08 duration
-
614 views
-
0 likes
-
-
Data Science VL 0: Überblick (2025)
01:28:04 duration
-
407 views
-
0 likes
-
