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Cheatsheets & Reference Guides

Python Logical Operators Reference

Cheatsheets & Reference Guides

Python's logical operators—and, or, not—are essential for building complex conditional logic in code by combining or modifying boolean values.

Python Machine Learning Cheatsheet

Cheatsheets & Reference Guides

A concise Python machine learning cheatsheet covering essential libraries, data handling, model building, evaluation, and deployment tips for beginners and experienced practitioners.

Python Matplotlib Reference

Cheatsheets & Reference Guides

A guide to Matplotlib for Python data visualization, covering installation, key components, and daily techniques for creating plots and multi-panel figures.

Python Memory Management Reference

Cheatsheets & Reference Guides

Python uses automatic memory management with garbage collection via reference counting and generational cycles for efficiency. Key concepts include object allocation, reference tracking, and performance optimization for large datasets.

Python Modules and Imports Cheatsheet

Cheatsheets & Reference Guides

Explore Python modules: key for clean, reusable code. Learn how to import, structure, and leverage modules effectively in your projects.

Python Modules: OS Cheatsheet

Cheatsheets & Reference Guides

Learn essential Python os module functions for interacting with the operating system, including file and directory management, with practical examples.

Python Modules: Random Reference

Cheatsheets & Reference Guides

The Python random module generates unpredictable values for games, simulations, or data variety. It's built-in and easy to import and use for adding randomness to programs.

Python Modules: SYS Reference

Cheatsheets & Reference Guides

Learn how to use Python's sys module to interact with the runtime environment, handle command-line arguments, and control the interpreter. Essential for advanced Python programming.

Python Multithreading Reference

Cheatsheets & Reference Guides

Python multithreading enables concurrent execution but is limited by the Global Interpreter Lock (GIL). It's best for I/O-bound tasks, not CPU-intensive ones, and requires careful handling.

Python Numbers and Math Cheatsheet

Cheatsheets & Reference Guides

Learn essential number types, math operations, and built-in functions in Python to strengthen your programming skills and handle numeric data effectively.