Certainly! Here are some Python interview questions tailored for freshers along with sample answers:
1. What is Python, and why is it popular?
   - Answer: "Python is a high-level, interpreted programming language known for its simplicity and readability. It's popular because of its versatility, ease of learning, and a vast ecosystem of libraries, making it suitable for various applications, from web development to data science."
2. Explain the difference between Python 2 and Python 3.
   - Answer: "Python 2 and Python 3 are two major versions of Python. Python 3 is the latest and has several syntax and feature improvements over Python 2. Python 2 is no longer supported, and developers are encouraged to use Python 3 for ongoing projects."
3. What are the key features of Python?
   - Answer: "Key features of Python include simplicity, readability, versatility, a large standard library, dynamic typing, automatic memory management, and support for object-oriented, imperative, and functional programming paradigms."
4. Explain the concept of PEP 8.
   - Answer: "PEP 8 is the Python Enhancement Proposal that outlines the style guide for Python code. It covers conventions for writing clear, readable, and consistent code. Adhering to PEP 8 ensures code quality and maintainability."
5. How does memory management work in Python?
   - Answer: "Python uses automatic memory management through a mechanism known as garbage collection. The Python interpreter has a built-in garbage collector that deallocates memory occupied by objects that are no longer referenced or in use."
6. What is a Python module?
   - Answer: "A Python module is a file containing Python code, typically functions, classes, and variables, that can be reused in other Python scripts. Modules help in organizing code, avoiding code redundancy, and enhancing code maintainability."
7. Explain the purpose of the `__init__` method in Python classes.
   - Answer: "The `__init__` method is a special method in Python classes used for initializing object attributes. It is called automatically when an object is created, and it allows us to set initial values for attributes."
8. Differentiate between lists and tuples in Python.
   - Answer: "Lists and tuples are both used to store ordered collections of items. The key difference is that lists are mutable, meaning their elements can be changed, added, or removed, while tuples are immutable, and their elements cannot be modified after creation."
9. What is the purpose of the `if name == "__main__":` statement in Python scripts?
   - Answer: "The `if name == "__main__":` statement is used to check if the Python script is being run as the main program or if it is being imported as a module. It allows us to include or exclude code based on how the script is executed."
10. Explain the use of virtual environments in Python.
    - Answer: "A virtual environment is a self-contained directory that contains its own Python interpreter and libraries. It allows us to create isolated environments for different projects, preventing conflicts between project dependencies."
11. What is a decorator in Python?
    - Answer: "A decorator is a design pattern in Python that allows you to extend or modify the behavior of callable objects (functions or methods) without changing their source code. Decorators are prefixed with the '@' symbol and are commonly used for tasks like logging, timing, or access control."
12. How can you handle exceptions in Python?
    - Answer: "Exception handling in Python is done using the `try`, `except`, `else`, and `finally` blocks. Code that may raise an exception is placed in the `try` block, and if an exception occurs, the corresponding `except` block is executed. The `else` block is executed if no exceptions occur, and the `finally` block is executed regardless of whether an exception occurs or not."
These questions cover a range of fundamental concepts in Python that are relevant for freshers. Be sure to understand the underlying principles and be prepared to provide examples or elaborate on your responses during an interview