Data Science Foundations: Statistical Inference

18.274 students enrolled TR Subtitles
This program is designed to provide the learner with a solid foundation in probability theory to prepare for the broader study of statistics. It will also introduce the learner to the fundamentals of statistics and statistical theory and will equip the learner with the skills required to perform fundamental statistical analysis of a data set in the R programming language. This specialization can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder. Logo adapted from photo by Christopher Burns on Unsplash.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION3 ay

What you'll learn

  • Probability
  • Probability Distribution
  • Probability & Statistics
  • Statistical Analysis
  • Correlation Analysis
  • Sampling (Statistics)
  • Data Analysis
  • Bayesian Statistics
  • Data Collection
  • Applied Mathematics
  • Statistical Inference
  • Statistical Methods

Course Content

3 topics
  1. Kurs 1 Probability Foundations for Data Science and AI
  2. Kurs 2 Statistical Estimation for Data Science and AI
  3. Kurs 3 Statistical Inference and Hypothesis Testing in Data Science Applications

Details

  • ProviderUniversity of Colorado Boulder
  • TypeCourse
  • CategoryData Science & AI
  • LevelIntermediate
  • Duration3 ay
  • LanguageEnglish

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Ramazan Bölükbaşı
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Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.
Nazif Bayram
$79
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