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Introduction to Probability and Data with R
This course is part of Data Analysis with R Specialization.
Course Cost
Free course
Beginner
Skill Level
12 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Data Analysis with R Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
2,86,995 Enrolled
English
What you'll learn
Learn to use R and RStudio for data analysis
Master sampling methods and explore data visualization
Understand basic probability theory and Bayes' rule
Apply statistical concepts to real-world datasets
Develop skills in exploratory data analysis
Skills you'll gain
This course includes:
3.7 Hours PreRecorded video
11 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 8 modules in this course
This comprehensive course introduces students to the fundamentals of probability and data analysis using R. The curriculum covers sampling methods, exploratory data analysis techniques, basic probability theory, and Bayes' rule. Students gain hands-on experience with R and RStudio through practical lab exercises and a final project. The course emphasizes both theoretical understanding and practical application, serving as a foundation for more advanced statistical inference and modeling courses.
About Introduction to Probability and Data
Module 1 · 0 Hours to complete
Introduction to Data
Module 2 · 1 Hours to complete
Introduction to Data Project
Module 3 · 1 Hours to complete
Exploratory Data Analysis and Introduction to Inference
Module 4 · 2 Hours to complete
Exploratory Data Analysis Project
Module 5 · 1 Hours to complete
Introduction to Probability
Module 6 · 2 Hours to complete
Introduction to Probability Project
Module 7 · 1 Hours to complete
Probability Distributions
Module 8 · 4 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Data Analysis with R Specialization
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
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Frequently asked Questions
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