Statistics with R Specialization by Duke University – Coursera
This is one of Coursera's most popular online statistics courses. The course covers key data analysis and visualization topics in R, as well as how to produce repeatable analytical reports. In addition, the students will learn how to make data-driven decisions using statistical inference, Bayesian statistical inference, and modeling. Furthermore, the students will learn how to effectively explain statistical results and analyze data-driven decisions, as well as data wrangling with R programs for data analysis.
In this Specialization, you will learn to analyze and visualize data in R and create reproducible data analysis reports, demonstrate a conceptual understanding of the unified nature of statistical inference, perform frequentist and Bayesian statistical inference and modeling to understand natural phenomena and make data-based decisions, communicate statistical results correctly, effectively, and in context without relying on statistical jargon, critique data-based claims and evaluated data-based decisions, and wrangle and visualize data with R packages for data analysis.
The course modules are:
- Introduction to probability and data with R
- Inferential statistics
- Linear regression and modeling
- Bayesian
- Statistics with R Capstone
Skills you will achieve:
- Statistics
- R Programming
- Rstudio
- Exploratory Data Analysis
- Statistical Inference
- Statistical Hypothesis Testing
- Linear Regression
- Regression Analysis
What you get from the course:
- Shareable Certificate: Get a Certificate when you complete
- 100% online course: Start now and learn at times that suit you: Flexible scheduling
- Set and meet flexible deadlines: Beginner Level
- No knowledge required: Approximately 5 months to complete
- Recommended pace of 2 hours/week: English
- Subtitles: English, Arabic, French, Portuguese (European), Italian, Vietnamese, Korean, German, Russian, Spanish
Instructor: Mine Cetinkaya- Rundel
Level: Beginner
Duration: 7 months
User Review: 4.6/5
No. of Reviews: 5132
Price: Free Enrollment (Additional charges for certification may apply)
Enroll here: coursera.org/specializations/statistics
