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Core

  • 1. Data Types
  • 2. Data Structures
  • 3. Control Structures
  • 4. Functions
  • 5. Functional Programming
  • 6. Object-Oriented Programming
  • 7. Formulas

Statistics

  • 1. Data Manipulation
  • 2. Descriptive Statistics
  • 3. Data Distributions
  • 4. Hypothesis Testing

Graphs

  • 1. Plotting
  • 2. ggplot2

Data Science

  • 1. Regression
  • 2. Logistic Regression
  • 3. Classification
  • 4. Clustering
  • 5. Missing Data
  • 6. Validation

Other

  • 1. Miscellaneous
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