Developer Setup For DataScience

• Windows:
  • Terminal
  • Chocolatey: Refer Here
• Mac:
  • Homebrew: Refer Here
• Softwares Required
  • Git
    • Windows Refer Here
    • Mac: brew install 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

  • Kaggle Refer Here
  • GitHub Refer Here
  • Google Colab Refer Here

• 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