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
Kurs 1Probability Foundations for Data Science and AI
Kurs 2Statistical Estimation for Data Science and AI
Kurs 3Statistical 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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Melis Gülsar
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