Learn GOOGLE-COLAB with Real Code Examples
Updated Nov 26, 2025
Installation Setup
No installation required; browser-based
Supports Chrome, Firefox, Edge, and Safari
Optional local Jupyter setup for offline use
Requires Google account for saving and sharing notebooks
Accessible at https://colab.research.google.com
Environment Setup
Open https://colab.research.google.com
Sign in with Google account
Create or open notebook
Select runtime (CPU/GPU/TPU)
Run Python code and visualize outputs
Config Files
Notebook saved as .ipynb
Optional data files in Drive or uploaded
Environment dependencies installed via pip per runtime
GPU/TPU settings stored in runtime config
No persistent server-side config for users
Cli Commands
Optional shell commands using ! prefix
Python commands executed in code cells
pip install for adding packages
magics like %timeit or %matplotlib inline
No direct terminal access to VM
Internationalization
UI in English primarily
Supports Unicode in code and markdown
Accessible globally via browser
Notebooks can include multilingual text
Documentation available in multiple languages
Accessibility
Works on modern browsers
Keyboard shortcuts for navigation and editing
Accessible via mobile browser with limited UI
Screen reader compatible for code cells
Collaborative editing supports multiple users
Ui Styling
Notebook interface with code and markdown cells
Toolbar for runtime and file management
Output displayed inline below code cells
Minimalistic and responsive design
Supports rich media outputs like images and plots
State Management
Notebook state stored in cloud (Drive) or temporary VM
Undo/redo supported within editor
Cell outputs persist during session
Multiple collaborators can edit concurrently
No permanent runtime persistence after session ends
Data Management
Upload files or mount Google Drive
Download notebook as .ipynb or PDF
Persistent storage via Google Drive
Temporary VM storage cleared after session
Use external cloud datasets for large-scale processing