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Free Data Science ★ 4.5 27,760 students 1 hour

Polynomial Regression, R, and ggplot

Learn how to write and graph functions in R and how to fit polynomials to data sets.

Description


This course is a sequel to my course "R, ggplot, and Simple Linear Regression". Here we take on polynomial regression and learn how to fit polynomials to data sets. Along the way, we will learn how to write our own functions in R and how to graph them with ggplot. At the conclusion of the course, we will learn how to fit a smoothing spline to data sets.

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At a relaxed pace, it should take about a week to complete the course. You will need to have R and RStudio installed, and it would be best if you have a background in R and ggplot equivalent to what you would get if you viewed my first course mentioned above.

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Total Students27760
Duration1 hour
LanguageEnglish (US)
Number of lectures13
Number of quizzes0
Total Reviews1353
Global Rating4.51
Instructor NameCharles Redmond

Course Insights (for Students)

Actionable, non-generic pointers before you enroll

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Student Satisfaction

90% positive recent sentiment

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Momentum

🚀 Surging this month

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Time & Value

  • Est. time: 1 hour
  • Practical value: 10/10

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Roadmap Fit

  • Beginner → Beginner → Advanced

Key Takeaways for Learners

  • Hands-on practice
  • Real-world examples
  • Project-based learning
  • Hands On
  • Clear Explanation

Course Review Summary

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What learners praise

  • Hands On
  • Clear Explanation
  • Well Structured
  • Examples
  • Actionable

Watch-outs

No consistent issues reported.

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Difficulty

Beginner

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Best suited for

New learners starting from zero

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