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- Level Beginner
- Duration 3 hours
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By the end of this project, you will learn how to build and analyse linear regression model in R, a free, open-source program that you can download. You will learn how to load and clean a real world dataset. Next, you will learn how to build a linear regression model and various plots to analyze the model's performance. Lastly, you will learn how to predict future values using the model. By the end of this project, you will become confident in building a linear regression model on real world dataset and the know-how of assessing the model's performance using R programming language. Linear regression models are useful in identifying critical relationships between predictors (or factors) and output variable. These relationships can impact a business in the future and can help business owners to make decisions. Note: This course works best for learners who are based in the North America region. We're currently working on providing the same experience in other regions.Auto Summary
Discover how to build and analyze linear regression models in R with this beginner-level course from Coursera. In just 180 minutes, you'll gain hands-on experience using R, a free, open-source program. Ideal for those in IT and Computer Science, this course is free to access and perfect for aspiring data analysts and statisticians.