Probability Theory: Foundation for Data Science
https://www.coursera.org/learn/probability-theory-foundation-for-data-science?specialization=statistical-inference-for-data-science-applications
Understand the foundations of probability and its relationship to statistics and data science. We’ll learn what it means to calculate a probability, independent and dependent outcomes, and conditional events. We’ll study discrete and continuous random variables and see how this fits with data collection. We’ll end the course with Gaussian (normal) random variables and the Central Limit Theorem and understand its fundamental importance for all of statistics and data science.
Categoria: Data Science
Subcategoria: Probability and Statistics
Tipo de Curso: Course
Habilidades: Probability,central limit theorem,continuous random variables,Bayes' Theorem,discrete random variables,
Idioma: English
Subtitulos: English
Rating: 4.4stars
Vistas: 112
Sitio Web: Coursera
Duracion: Approx. 47 hours to complete
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