Python Developer Freshers Top Interview Questions:
- What is Python?
- Answer: Python is a high-level programming language known for its simplicity and readability. It’s widely used in various fields such as web development, data science, artificial intelligence, etc.
- What are the key features of Python?
- Answer: Python’s key features include simplicity, readability, versatility, portability, and an extensive standard library.
- Explain the differences between Python 2 and Python 3.
- Answer: Python 3 is the latest version of Python and is not backward compatible with Python 2. Python 3 focuses on fixing various inconsistencies and improving Unicode support.
- What are the different data types in Python?
- Answer: Python supports various data types including int, float, str, list, tuple, dict, set, bool, etc.
- How do you comment in Python?
- Answer: In Python, you can use the
#
symbol for single-line comments and triple quotes ('''
or"""
) for multi-line comments.
- Answer: In Python, you can use the
- Explain Python’s Indentation.
- Answer: Python uses indentation to define code blocks instead of braces. Consistent indentation is crucial for Python’s syntax and readability.
- What is PEP 8?
- Answer: PEP 8 is the style guide for Python code. It outlines conventions for writing readable and maintainable Python code.
- How do you declare a variable in Python?
- Answer: Variables in Python can be declared simply by assigning a value to them, like
x = 5
.
- Answer: Variables in Python can be declared simply by assigning a value to them, like
- What is a tuple in Python?
- Answer: A tuple is an immutable sequence of elements, typically used to store heterogeneous data.
- What is a list in Python?
- Answer: A list is a mutable sequence of elements, allowing for dynamic changes to its contents.
- How do you create a function in Python?
- Answer: You can create a function in Python using the
def
keyword followed by the function name and parameters.
- Answer: You can create a function in Python using the
- Explain the difference between
==
andis
in Python.- Answer:
==
checks for equality of values, whileis
checks for object identity.
- Answer:
- What is the use of
pass
statement in Python?- Answer: The
pass
statement is a null operation used as a placeholder to maintain syntactic structure.
- Answer: The
- What is a dictionary in Python?
- Answer: A dictionary is an unordered collection of key-value pairs, where each key is unique.
- How do you iterate over a list in Python?
- Answer: You can use a
for
loop to iterate over a list, likefor item in my_list:
.
- Answer: You can use a
- Explain the use of
__init__
method in Python.- Answer: The
__init__
method is a constructor in Python classes, used to initialize object attributes.
- Answer: The
- What is a module in Python?
- Answer: A module is a file containing Python code, typically containing functions, classes, and variables.
- How do you import a module in Python?
- Answer: You can import a module using the
import
keyword, likeimport my_module
.
- Answer: You can import a module using the
- What is the purpose of the
if __name__ == "__main__":
statement?- Answer: This statement allows a Python script to be used both as a standalone program and as a module in other programs.
- What is a lambda function in Python?
- Answer: A lambda function is an anonymous function defined using the
lambda
keyword.
- Answer: A lambda function is an anonymous function defined using the
- How do you handle exceptions in Python?
- Answer: Exceptions in Python can be handled using
try
,except
,finally
, andelse
blocks.
- Answer: Exceptions in Python can be handled using
- What is the purpose of
__doc__
attribute in Python?- Answer: The
__doc__
attribute stores the docstring of a Python object, providing documentation.
- Answer: The
- What is list comprehension?
- Answer: List comprehension is a concise way of creating lists in Python using a single line of code.
- Explain the use of
super()
in Python.- Answer:
super()
is used to call methods from the parent class in a derived class.
- Answer:
- What is the purpose of
*args
and**kwargs
in Python?- Answer:
*args
and**kwargs
allow functions to accept variable numbers of arguments and keyword arguments respectively.
- Answer:
- What is the
__str__
method used for in Python?- Answer: The
__str__
method is used to return a string representation of an object.
- Answer: The
- What is the purpose of
__repr__
method?- Answer: The
__repr__
method returns a string representation of the object that can be used to recreate the object.
- Answer: The
- How do you open and close a file in Python?
- Answer: You can open a file using the
open()
function and close it using theclose()
method.
- Answer: You can open a file using the
- What is the purpose of
with
statement in Python?- Answer: The
with
statement is used to ensure proper acquisition and release of resources.
- Answer: The
- Explain the difference between
append()
andextend()
methods in Python lists.- Answer:
append()
adds its argument as a single element to the end of a list, whileextend()
takes an iterable and adds each element to the list individually.
- Answer:
- What is a generator in Python?
- Answer: A generator is a function that returns an iterator, allowing you to iterate over a sequence of items.
- How do you define a class in Python?
- Answer: You can define a class in Python using the
class
keyword followed by the class name and a colon.
- Answer: You can define a class in Python using the
- What is inheritance in Python?
- Answer: Inheritance allows a class to inherit attributes and methods from another class.
- Explain the concept of method overriding in Python.
- Answer: Method overriding occurs when a subclass provides a specific implementation of a method that is already defined in its superclass.
- What is the purpose of
self
in Python?- Answer:
self
is a reference to the current instance of the class, allowing you to access its attributes and methods.
- Answer:
- How do you create a virtual environment in Python?
- Answer: You can create a virtual environment using the
venv
module by runningpython -m venv myenv
.
- Answer: You can create a virtual environment using the
- What is the purpose of
pip
in Python?- Answer:
pip
is a package manager for Python, used to install and manage Python packages.
- Answer:
- Explain the use of decorators in Python.
- Answer: Decorators are functions that modify the behavior of other functions or methods.
- What is the purpose of the
__init__.py
file in Python?
- Answer: The
__init__.py
file is used to define a package in Python. It can be empty or contain initialization code that runs when the package is imported.
- Explain the difference between
deepcopy()
andcopy()
methods in Python.
- Answer:
copy()
creates a shallow copy of an object, meaning it duplicates the object but not its nested objects.deepcopy()
creates a deep copy, duplicating the object and all of its nested objects recursively.
- How do you handle file reading and writing in Python?
- Answer: You can open files using the
open()
function in Python. To read from a file, use theread()
method or iterate over the file object. To write to a file, use thewrite()
method.
- Explain the purpose of the
pickle
module in Python.
- Answer: The
pickle
module in Python is used for serializing and deserializing Python objects. It allows you to save and load Python objects to and from files.
- What is the purpose of the
sys
module in Python?
- Answer: The
sys
module provides access to some variables used or maintained by the Python interpreter, and to functions that interact strongly with the interpreter.
- How do you handle JSON data in Python?
- Answer: Python provides the
json
module for encoding and decoding JSON data. You can usejson.loads()
to parse JSON from a string, andjson.dumps()
to serialize a Python object to a JSON formatted string.
- Explain the purpose of the
os
module in Python.
- Answer: The
os
module provides a way of using operating system dependent functionality. It allows you to interact with the operating system, such as navigating the file system, working with files and directories, etc.
- What is a set in Python?
- Answer: A set is an unordered collection of unique elements in Python. It is useful for tasks like removing duplicates from a sequence and performing set operations like union, intersection, etc.
- How do you remove duplicates from a list in Python?
- Answer: You can remove duplicates from a list by converting it to a set using the
set()
function, then converting it back to a list.
- Explain the purpose of the
enumerate()
function in Python.
- Answer: The
enumerate()
function is used to loop over an iterable and return both the index and the value of each item in the iterable.
- What is the purpose of the
__call__
method in Python?
- Answer: The
__call__
method enables an object to be called as if it were a function. It allows instances of a class to be called like a function.
- How do you check if a key exists in a dictionary in Python?
- Answer: You can use the
in
keyword to check if a key exists in a dictionary. For example,if key in my_dict:
will returnTrue
ifkey
exists inmy_dict
, andFalse
otherwise.
- Answer: You can use the