Jupyter Notebooks
Introduction Section
Setup and Imports
Data Loading
Data Cleaning
Exploratory Analysis
Modeling and Analysis
Results and Visualization
Conclusion
Documentation Standards
Git Challenges with Notebooks
NBdime for Better Diffs
Gitignore Configuration
Collaboration Strategies
Notebook Versioning
Modularity Principles
Function Extraction
External Python Files
Import Strategies
Project Structure
Code Documentation
Markdown Documentation
Inline Comments
Docstring Usage
Efficient Code Practices
Memory Management
Large Dataset Handling
Kernel Resource Management
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11. Sharing and Export