Basic Python Questions:
What are the key features of Python?
- Explain Python's features like simplicity, readability, extensive libraries, cross-platform support, and dynamic typing.
How does Python handle memory management?
- Discuss the role of Python's memory manager, garbage collection, and reference counting.
What are Python's built-in data types?
- Lists, tuples, dictionaries, sets, strings, integers, floats, and booleans.
Explain the difference between lists and tuples.
- Discuss mutability, syntax, and use cases for lists and tuples.
What is PEP 8 and why is it important?
- Describe PEP 8 as Python's style guide for writing clean and readable code.
Intermediate Python Questions:
How do you handle exceptions in Python?
- Explain the use of try, except, else, and finally blocks.
What are list comprehensions and how are they used?
- Provide examples of list comprehensions for creating lists in a concise manner.
How does Python implement multithreading?
- Discuss the Global Interpreter Lock (GIL) and its impact on multithreading, along with alternatives like multiprocessing.
What are decorators in Python?
- Explain decorators and provide examples of how they modify the behavior of functions or methods.
What is the difference between deep copy and shallow copy?
- Describe the concepts and provide examples using the copy module.
Advanced Python Questions:
Explain the concept of generators and iterators.
- Discuss how generators are used for memory-efficient iteration and the use of the
yieldkeyword.
- Discuss how generators are used for memory-efficient iteration and the use of the
What is a context manager in Python?
- Explain the use of
withstatements and the implementation of custom context managers using__enter__and__exit__methods.
- Explain the use of
How does Python's garbage collection work?
- Describe the mechanisms of reference counting and cyclic garbage collector.
What is the difference between
@staticmethodand@classmethod?- Explain the use cases and differences between these two types of methods in classes.
What are metaclasses in Python?
- Discuss the concept of metaclasses and how they can be used to control class creation.
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