ssrjkk Jupyter
Interactive computing environment for data science and research.
Quick Start
pip install jupyterlab
jupyter lab
Magic Commands
%matplotlib inline # Show plots inline
%timeit df.groupby('col').sum() # Time execution
%load_ext autoreload # Auto-reload modules
%autoreload 2
%%bash # Run bash commands
echo "Hello from shell"
When to Use
- Exploratory data analysis
- Reproducible research
- Data storytelling
- Model prototyping
Validation
- JupyterLab UI loads correctly
- Kernels execute code successfully
- Plots render inline