From Zero to R Hero 1 - Get to know R Programming

Skillshare From Zero to R Hero 1 - Get to know R Programming 10/2020

[SkillShare] From Zero to R Hero 1 - Get to know R Programming​

[SkillShare] From Zero to R Hero 1 - Get to know R Programming

From Zero to R Hero 1 - Get to know R Programming - Learn R using real datasets and hands-on activities.

What you will learn​

  • Study core technical expertise inside R
  • Carry out knowledge pre-processing and error checking
  • How you can carry out quite a lot of statistical analyses utilizing R
  • How you can work with real-life datasets
  • Create informative {and professional} visualizations of information and analyses (field plots, bar plots, histograms, scatter plots, multi-part plots, time collection)
  • How you can work with totally different objects (vectors, components, matrices, knowledge frames, time collection, fashions)
  • Create user-defined features
  • How you can automate code utilizing loops
  • How you can department code utilizing if statements
  • Carry out statistical analyses (t-test, ANOVA, correlation, regression)
  • Carry out time collection evaluation and forecasting (decomposition, smoothing, autocorrelation, ARIMA)
  • Implement machine studying algorithm for knowledge classification and regression (random forest)
  • Carry out mannequin accuracy evaluation (cross-validation, RMSE, MAPE)

Course Description​

After finishing the course, you'll have developed a basis of primary means to program in R, be able to performing statistical analyses utilizing R, and be acquainted with learn how to generate significant graphical output of outcomes.

R is like some other programming language in that it has a steep studying curve. This class will scale back that studying curve by energetic studying whereby you be taught by doing as every part we do on this class will contain real-life knowledge and hands-on actions.

By means of this hands-on strategy you'll actively discover ways to clear up a number of frequent issues dealing with R customers in academia, non-public business, and knowledge science typically. This distinctive strategy will foster your means to resolve issues utilizing R and it'll enable the relevance and energy of R’s instruments to grow to be obvious.

This course focuses on exploring the core rules of programming, primary statistical analyses, and knowledge visualizations.

This class is palms on as we work collectively by statistical analyses of actual knowledge. Two challenges/workout routines are built-in into the course and labored options are introduced. Connected listed below are the dataset you'll be working with and the whole R code. So should you miss one thing or wish to verify your work you may open this entire script in RStudio.
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