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Statistical computing with R β ggplot2, dplyr, tidyverse, and advanced modeling. Perfect for research and academia.
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What You Will Learn
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R Fundamentals
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Data Manipulation
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ggplot2 Visualization
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Statistical Tests
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Regression in R
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Machine Learning in R
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Tidyverse
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R Markdown
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All Lessons (30)
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- β’R Getting Started
- β’R Variables Data Types
- β’R Operators
- β’R Strings
- β’R Vectors
- β’R Lists
- β’R Matrices
- β’R Data Frames
- β’R Factors
- β’R Conditionals
- β’R Loops
- β’R Functions
- β’R Apply Family
- β’R String Functions
- β’R Date Time
- β’R File Handling
- β’R Error Handling
- β’R Packages Libraries
- β’R Data Import Export
- β’R Dplyr Data Manipulation
- β’R Ggplot2 Visualization
- β’R Statistical Functions
- β’R Probability Distributions
- β’R Hypothesis Testing
- β’R Linear Regression
- β’R Logistic Regression
- β’R Time Series
- β’R Machine Learning Caret
- β’R Shiny Web Apps
- β’R Advanced Topics
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