R Training Notes

Created by Ugur Uresin

Contact

• Uğur Üresin, PhDc. - [email protected]

Table Of Contents

• 01. R Basics:
  1-DIRECTORY SETTING
  2-HELLO WORLD!
  3-PACKAGE INSTALL & USE
  4-DATA IMPORT & DIRECTORY SET
  5-SPECIAL CHARACTERS
  6-INDEXES
  7-LOGICAL OPERATIONS
  8-ARITHMETIC OPERATIONS

• 02. R Data Operations:
  1-NA & NULL
  2-GENERIC DATA FUNCTIONS
  3-VECTORS
  4-MATRICES
  5-ARRAYS
  6-DATA FRAMES
  7-LISTS
  8-FACTORS
  9-DATA CONVERSIONS

• 03. R Plotting:
  1-SAVING A PLOT
  2-SCATTER PLOTS
  3-BAR CHARTS
  4-HISTOGRAMS
  5-PIE CHARTS
  6-DOT CHARTS
  7-MISC
  8-GGPLOT (Special Plot Package)

• 04. R Statistics:
  1-INITIAL DATA CHECK 2-CENTAL TENDENCY AND VARIABILITY 3-RELATIVE STANDING 4-t TESTS 5-ANOVA 6-CORRELATION & REGRESSION

• 05. R Machine Learning Codes:
  1-SIMPLE LINEAR REGRESSION
  2-DECISION TREES
  3-Simple kNN ALGORITHM
  4-CONVOLUTIONAL NEURAL NETWORK
  5-RANDOM-FOREST ALGORITHM

License

This content is created by Ugur Uresin and shared to public for training purposes.
You can freely use and share the content here as long as you give reference.