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Pip Package Manager
1. Introduction to Pip and Package Management
2. Installing and Setting Up Pip
3. Core Pip Commands
4. Managing Dependencies and Requirements
5. Advanced Installation Techniques
6. Understanding Package Formats
7. Virtual Environments and Pip
8. Pip Configuration and Customization
9. Security and Best Practices
10. Troubleshooting and Problem Resolution
11. Advanced Features and Tools
12. Integration with Development Workflows
Managing Dependencies and Requirements
Requirements Files
Purpose of Requirements Files
Basic Syntax and Format
Specifying Package Versions
Comments and Documentation
Including Installation Options
Creating Requirements Files
Using pip freeze
Differences Between pip freeze and pip list
Capturing Environment State
Selective Requirements Generation
Installing from Requirements Files
Basic Installation from Requirements
Handling Multiple Requirements Files
Requirements File Options and Flags
Advanced Requirements Management
Development vs Production Requirements
Conditional Requirements
Requirements File Inheritance
Environment-Specific Requirements
Dependency Resolution
How Pip Resolves Dependencies
Dependency Trees and Order
Understanding Dependency Conflicts
Conflict Resolution Strategies
Dependency Resolution Tools
Reproducible Builds
Importance of Reproducibility
Pinning Dependencies
Hash-Checking Mode
Lock Files and Dependency Locking
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3. Core Pip Commands
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5. Advanced Installation Techniques