DataScience Classroomnotes 04/Mar/2022

Developer Setup For DataScience

  • Windows:
  • Mac:
  • Softwares Required
    • Git
    • Python
      • Windows choco install python --version=3.10.0
      • Mac: brew install python@3.10
    • Visual Studio Code
      • Windows choco install vscode -y
      • Mac: brew install --cask visual-studio-code
    • Anaconda Individual Edition:
      • Refer Here
      • Windows choco install anaconda3 -y
      • Mac: brew install --cask anaconda
    • Jupyter Notebooks
    • Excel
  • Accounts Required

  • Consider the dataset Refer Here. This is from kaggle Refer Here

  • If we want to analyze this data, as discussed in class, We would try to
    • find salary range w.r.t job title
    • Find the salary increase w.r.t job title across years
    • Find the average salary w.r.t job title and also across all job titles

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