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Linear Regression and Modeling
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Linear Regression and Modeling

This course is part of Data Analysis with R Specialization.

Course Cost

Free course

Beginner

Skill Level

10 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.

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4.8

97,194 Enrolled

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English

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olive-leaves-logo

4.8

97,194 Enrolled

olive-leaves-logo

English

What you'll learn

  • Understand correlation and linear relationships

  • Build and interpret regression models

  • Perform statistical inference for regression

  • Analyze multiple predictor relationships

  • Diagnose and validate regression models

Skills you'll gain

Statistics
Linear Regression
R Programming
Data Analysis
Model Selection
Statistical Inference
Multiple Regression
Data Visualization
Model Diagnostics
Variable Relationships

This course includes:

2.1 Hours PreRecorded video

8 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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

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

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There are 4 modules in this course

This comprehensive course covers linear regression techniques using R. Students learn to assess relationships between variables, build predictive models, and evaluate model performance. The curriculum includes simple and multiple linear regression, model diagnostics, and practical applications through hands-on exercises with RStudio.

About Linear Regression and Modeling

Module 1 · 0 Hours to complete

Linear Regression

Module 2 · 2 Hours to complete

More about Linear Regression

Module 3 · 2 Hours to complete

Multiple Regression

Module 4 · 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: 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.

Linear Regression and Modeling

Beginner

Skill Level

10 Hours

Self-paced 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.