Data Analysis with R
This course is part of multiple programs. Learn more.
Course Cost
Free course
Intermediate
Skill Level
15 Hours
Self-paced Video 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 IBM Data Analytics with Excel and R Professional Certificate 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.

4.7
27,160 Enrolled

English
What you'll learn
Process and prepare data for analysis using R
Conduct comprehensive exploratory data analysis
Develop and evaluate predictive models
Implement various regression techniques
Optimize model performance through regularization
Create practical data analysis solutions
Skills you'll gain
This course includes:
1.9 Hours PreRecorded video
11 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
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There are 6 modules in this course
This comprehensive course teaches practical data analysis using R programming. Students learn the complete data analysis workflow, from data preprocessing to model evaluation. The curriculum covers essential topics including data wrangling, exploratory data analysis, statistical analysis, and model development. Through hands-on labs analyzing airline performance data, learners develop skills in handling missing values, data normalization, regression analysis, and model optimization using techniques like regularization and grid search.
Introduction to Data Analysis with R
Module 1 · 2 Hours to complete
Data Wrangling
Module 2 · 2 Hours to complete
Exploratory Data Analysis
Module 3 · 2 Hours to complete
Model Development in R
Module 4 · 2 Hours to complete
Model Evaluation
Module 5 · 2 Hours to complete
Project
Module 6 · 5 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: Applied Data Science with R Specialization, IBM Data Analytics with Excel and R Professional Certificate
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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.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.




