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betterkay/DataScience

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DataScience

  • Factor variable trap
  • how to use gsub() &sub() for cleasning data
  • Mehtods for dealing with missing data
  • NA- the 3rd logical constant
  • Howto locate missing data: complete.cases()
  • Filtering techniques: which() & is.na()
  • Median Imputation Method
  • Factual Analysis & Deriving Values Methods

R-list

  • hot to handle Date-Times in R
  • What POSIXct time is
  • what is list is
  • working with list
  • differences between [] and [[]] and$
  • subsetting a list
  • how to create a timeseries plot in r

Apply family

  • How the Apply family of functions works
  • How to recreate apply statement with a for() loop
  • When to use apply(), lapply or sapply()
  • How to combine lapply() with []
  • How to nest your own function in Apply-type function
  • How to nes Apply-type function within each other
  • How to use the which.max() and which.min() function

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