RiseUpp Logo
RiseUpp Logo
Data Analysis with R
Educator Logo

Powered by

Provider Logo

Completion

CERTIFICATE

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

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

R Programming
Data Analysis
Statistical Analysis
Data Visualization
Data Wrangling
Regression Analysis
Model Evaluation
Exploratory Data Analysis
Data Preprocessing
tidymodels

This course includes:

1.9 Hours PreRecorded video

11 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Closed caption

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

Educator Logo

PROVIDED BY

Provider Logo
Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

Educator Logo

PROVIDED BY

Provider Logo

Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

icon-0icon-1icon-2icon-3icon-4

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

Reviews

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

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.

Data Analysis with R

Intermediate

Skill Level

15 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

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.