What are P-Values, Null Hypothesis, and Alternative Hypothesis in 3 Minutes?

• Titel: What are P-Values, Null Hypothesis, and Alternative Hypothesis in 3 Minutes?
• Verlagsort: [Erscheinungsort nicht ermittelbar]
• Verlag: O'Reilly Media, Inc.
• Jahr: 2024
• Umfang: 1 online resource (1 video file)
• Gesamttitel/Reihe: Shortcuts
• Fussnoten: Machine-generated record
• Datenträger: Online-Ressource
• Sprache: und
• Sach-SW: Statistique mathématique ; Informatique
• Sach-SW: Instructional films
• Sach-SW: Nonfiction films
• Sach-SW: Internet videos
• Sach-SW: Films de formation
• Sach-SW: Films autres que de fiction
• Sach-SW: Vidéos sur Internet
• K10plus-PPN: 1900847140
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4573891463
• Lokale URL Inst.: Zum Volltext

Abstract

These videos are a series of shorts explaining critical data science concepts through visuals and concise explanations. By learning these fundamentals in bite-sized format, you can digest concepts that are core in machine learning and statistical modeling. Problems like bias and spurious correlations can become easier to grasp as well. Topics include Bayes Theorem, probability distributions, mathematical notation, correlation coefficients, linear regression, and logistic regression.