Udemy – Statistics in R: Learn to Code in R and Analyze Data

Udemy – Statistics in R: Learn to Code in R and Analyze Data

File Name:Statistics in R: Learn to Code in R and Analyze Data
Content Source:https://www.udemy.com/course/code-in-r-and-analyze-data
Genre / Category:Programming
File Size :5.1 GB
Publisher:Science Academy
Updated and Published:September 13, 2025
Product Details

Are you ready to transform raw data into meaningful insights using R, one of the most powerful tools for statistical computing and data analysis? Whether you’re a beginner or a professional seeking to sharpen your analytical skills, this course takes you on a step-by-step journey through R programming and applied statistics—from the basics all the way to advanced experimental designs.

This practical, hands-on course is designed especially for learners who want to apply statistics in real-world research, healthcare, business, and academic projects. You’ll not only learn the theory but also see how to implement every concept directly in R and RStudio, gaining the skills to analyze, visualize, and interpret data confidently.

What You’ll Learn:

  • Getting Started with R & RStudio
    Install, set up, and navigate R and RStudio with ease. Learn the fundamentals of coding in R even if you’ve never programmed before.
  • Working with Data
    Import datasets, clean and explore your data, and summarize findings with descriptive statistics and visualizations.
  • Regression Analyses
    Master simple and multiple linear regression, model comparison (hierarchical regression), and predictor selection techniques.
  • Handling Collinearity
    Detect and deal with collinearity and multicollinearity to improve the reliability of your models.
  • Hypothesis Testing
    Conduct t-tests and one-way ANOVA to compare groups and test statistical hypotheses.
  • Advanced ANOVA Techniques
    Learn planned contrasts, factorial ANOVA, repeated measures, and mixed-design ANOVA for more complex experimental designs.

By the End of This Course:

  • You’ll be able to:
  • Import and manage data in R.
  • Generate descriptive and visual summaries.
  • Conduct and interpret regression models.
  • Apply and understand t-tests, ANOVAs, and contrasts.
  • Handle complex experimental designs with confidence.

Take this course and unlock the full potential of R for your research and career!

DOWNLOAD LINK: Statistics in R: Learn to Code in R and Analyze Data

Statistics_in_R_Learn_to_Code_in_R_and_Analyze_Data.part1.rar – 1000.0 MB
Statistics_in_R_Learn_to_Code_in_R_and_Analyze_Data.part2.rar – 1000.0 MB
Statistics_in_R_Learn_to_Code_in_R_and_Analyze_Data.part3.rar – 1000.0 MB
Statistics_in_R_Learn_to_Code_in_R_and_Analyze_Data.part4.rar – 1000.0 MB
Statistics_in_R_Learn_to_Code_in_R_and_Analyze_Data.part5.rar – 1000.0 MB
Statistics_in_R_Learn_to_Code_in_R_and_Analyze_Data.part6.rar – 128.0 MB

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