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1Is Python a compiled language or an interpreted language?Beginner2What is an Interpreted language?Beginner3What causes a reference cycle, and how does Python's garbage collector handle it?Advanced4Why can floating-point arithmetic in Python produce results like `0.1 + 0.2 != 0.3`? How would you correctly compare floats?Intermediate5Why does Python not require explicit variable declarations, and how does dynamic typing affect variable assignment internally?Beginner6How does Python manage memory for objects internally (reference counting and the object model)?Advanced7What are Python's built-in data types, and how are they categorized (mutable vs. immutable)?Beginner8How does Python evaluate chained comparisons like `1 < x < 10`?Beginner9What is the difference between `is` and `==`?Beginner10What is the difference between a shallow copy and a deep copy? When would each cause bugs?Intermediate11Why can `a = 256; b = 256; a is b` return `True`, but `a = 257; b = 257; a is b` return `False` in some Python implementations?Advanced12What is the difference between `/` and `//` in Python?Beginner
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Basics
Control Flow and Functions
Data Structures
2
Comprehensions & Functional Programming
Iterators, Generators & Decorators
Object-Oriented Programming
Exception Handling & Debugging
Concurrency & Parallelism
Performance & Optimization
Testing
Security
Modules, Packaging & Environment
Type Hinting & Modern Python
System Design & Architecture with Python
Best Practices & Design Patterns
Edge Cases & Tricky Interview Questions
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