Download DataSet

Download DataSet

  • Download Folder Hierarchy: click here.
  • This Folder Hierarchy is used in all projects.
  • Extract Folder Hierarchy into any folder of your computer.
  • Download Dataset of Section:2: Data preprocessing  click here
  • Extract Dataset Zip & move it to the folder Hierarchy according to its appropriate location.
  • Now, we are completed to download the dataset.

  • Our Dataset contains Data.csv file.
    • Information about the company's customer.
    • It has 4 column
      1. Country (IV)
      2. Age (IV)
      3. Salary (IV)
      4. Purchase (DV)
    • 10 Observation (10 row)
    • There are two types of Variable
      • Dependent Variable (DV)
      • Independent Variable (Features) (IV)

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Categorical Data Here in Data.csv, two column  are Categorical Data Country (France / Spain /Germany) Purchased (YES/NO) So we want to make categorical data. #categorical data dataset$Country = factor ( dataset$Country,                            levels = c('France','Spain','Germany'),                            labels = c(1,2,3)) dataset$Purchased =factor( dataset$Purchased ,                            levels =c('Yes','No'),                            labels = c(1,0)) Just add this line of code and run it, observe dataset variable. It assigns country column 1,2,3 to France, Spain, Germany. purchased column 1,0 to  Yes, No.
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