This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes' rule. You will examine various types of sampling methods, and discuss how such methods can impact the scope of inference. A variety of exploratory data analysis techniques will be covered, including numeric summary statistics and basic data visualization. You will be guided through installing and using R and RStudio (free statistical software), and will use this software for lab exercises and a final project. The concepts and techniques in this course will serve as building blocks for the inference and modeling courses in the Specialization.
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- Statistics
- R Programming
- Rstudio
- Exploratory Data Analysis
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Программа курса: что вы изучите
About Introduction to Probability and Data
Introduction to Data
Introduction to Data Project
Exploratory Data Analysis and Introduction to Inference
Рецензии
- 5 stars78,25 %
- 4 stars17,42 %
- 3 stars2,43 %
- 2 stars0,65 %
- 1 star1,22 %
Лучшие отзывы о курсе INTRODUCTION TO PROBABILITY AND DATA WITH R
The lectures were very clear and concise and the examples were very relevant. Some of the R instructions left a little something to be desired, but nothing a little time and google couldn't solve.
They could have touched more R. Otherwise everything is fine. But it is very easy to clear the course. Even the peer reviewed assignment is wrongly reviewed many times whether positive or negative.
A good introductory course to data analysis, statistics and the R programming language. Recommended to people who are new to data analysis and also those who are experienced and could use a refresh.
Great course - great guidance through RStudio coding. Would be great if the instructor could slow down a bit during lectures to make taking notes easier. Otherwise very happy with the course.
Часто задаваемые вопросы
Когда я получу доступ к лекциям и заданиям?
Что я получу, оформив подписку на специализацию?
Можно ли получить финансовую помощь?
Will I receive a transcript from Duke University for completing this course?
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