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
- Windows
- Visual Studio Code
- Windows
choco install vscode -y
- Mac:
brew install --cask visual-studio-code
- Windows
- Anaconda Individual Edition:
- Refer Here
- Windows
choco install anaconda3 -y
- Mac:
brew install --cask anaconda
- Jupyter Notebooks
- Excel
- Git
-
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