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
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26Videos
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Medien
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Data Science VL 22: Anwendung von EM
01:17:44 duration
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125 views
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Data Science VL 22: Expectation Maximization (2025)
01:30:27 duration
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132 views
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Data Science VL 22: Relative und stetige Entropie
01:23:31 duration
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174 views
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Data Science VL 21: Kernel-Trick und Signifikanz bei Tests (2025)
01:22:35 duration
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347 views
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Data Science VL 20: Polynomiale Regression und Regularisierung (2025 - ohne Ton)
01:31:35 duration
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341 views
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Data Science VL 19: Regression (2025)
01:29:31 duration
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307 views
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Data Science VL 18: Hauptkomponentenanalyse (2025)
01:35:20 duration
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350 views
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Data Science VL 17: Schätzer und Maximum Likelihood (2025)
01:12:11 duration
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356 views
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Data Science VL 16: k-Means (2025)
01:33:21 duration
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381 views
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Data Science VL 15: Datenschutz (2025)
01:22:35 duration
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313 views
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Data Science VL 14: Daten putzen (2025)
01:30:20 duration
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325 views
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Data Science VL 13: Multivariate Normalverteilung (2025)
01:29:24 duration
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370 views
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Data Science VL 12 Simpsons und Pandas (2025)
01:32:41 duration
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659 views
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Data Science VL 11: Kovarianz, Korrelation (2025)
01:30:43 duration
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355 views
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Data Science VL 10: Verteilungen, Skalenniveaus, Visualisierungen (2025)
01:26:27 duration
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378 views
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Data Science VL 9: Stetige Verteilungen (2025)
01:29:26 duration
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477 views
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Data Science VL 8: Normalverteilung (2025)
01:25:00 duration
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496 views
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Data Science VL 7: Stetige Verteilungen (2024)
01:24:40 duration
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442 views
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Data Science VL 6: Erste Schritte Datenexploration mit Numpy (2025)
01:30:28 duration
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524 views
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Data Science VL 5: Entropie (2024)
01:33:54 duration
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424 views
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Data Science VL 4: Gesetz der großen Zahlen (2025)
01:31:21 duration
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467 views
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Data Science VL 3: Mittlerer quadratischer Fehler, Erwartungswert und Varianz (2025)
01:31:35 duration
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483 views
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Data Science: Python in der REPL
01:24:40 duration
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412 views
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Data Science: Beispiele für EDA
01:37:57 duration
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383 views
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Data Science VL 2: Wahrscheinlichkeitsmaß, Zufallsvariable, Bildmaß und pmf (2025)
01:31:08 duration
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652 views
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Data Science VL 0: Überblick (2025)
01:28:04 duration
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425 views
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