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Master statistics using R: Coding, concepts, applications

Learn R, data analysis, visualization, inference, and regression through real-world statistical practice.
4.5 ★★★★★227 studentsCreated by Mike X CohenLast updated Oct 2, 2025🌐 English

What you'll learn

✓R Programming & Data Wrangling
✓R programming for data analysis
✓Writing clean reproducible R code
✓Tidyverse data manipulation skills
✓Data wrangling with dplyr and tidyr
✓Visualizing data with ggplot2
✓Handling messy, real-world datasets
✓Creating clear, professional plots
✓Organizing projects for reproducibility
✓GitHub code-along scripts included
✓Core Statistical Concepts
✓Understanding sampling variability
✓Exploring statistical distributions
✓Central limit theorem in practice
✓Standard error and confidence intervals
✓Logic of hypothesis testing
✓Null vs alternative hypotheses
✓P-values and significance testing
✓Comparing statistical tests effectively
✓Building analytic intuition hands-on
✓Inferential Statistics & Modeling
✓Conducting t-tests in R
✓ANOVA and group comparisons
✓Chi-square test for categorical data
✓Linear regression modeling in R
✓Understanding assumptions of tests
✓Interpreting effect sizes in R
✓Practical Data Analysis
✓Realistic messy data scenarios
✓Iterative analysis and refinement
✓Making decisions with uncertainty
✓Interpreting results like a researcher
✓Guided exercises for practice
✓Step-by-step code demonstrations
✓Building confidence as a data analyst
✓Applying statistics to real projects

Requirements

•No knowledge or skills are required for this course
•Coding experience in any language is helpful but not necessary
•Familiarity with basic stats terms like descriptive, inferential, mean, standard deviation, but not necessary

Description

Frequently Asked Questions

Student Feedback

4.5
★★★★★
Course Rating
75%
15%
5%
5%
5%
S
Sarah J.
★★★★★2 weeks ago

This course was absolutely amazing! The instructor explained everything clearly and the projects were very helpful.

M
Michael T.
★★★★1 month ago

Great content, highly recommended for beginners. Just wish there were more practice exercises.

D
David K.
★★★★★2 months ago

Best course on this topic I've taken so far. Worth every penny (even better since I got it for free!).

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Master statistics using R: Coding, concepts, applications
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This course includes:
  • 📺 28h 30m on-demand video
  • 📱 Access on mobile and TV
  • ♾️ Full lifetime access
  • 🏆 Certificate of completion