Python Data Science Jobs & Interviews
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Your go-to hub for Python and Data Science—featuring questions, answers, quizzes, and interview tips to sharpen your skills and boost your career in the data-driven world.

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Python Data Science Jobs & Interviews
Question 48: #python
What is the purpose of the 'enumerate' function in Python?
# Define a list of items
fruits = ['apple', 'banana', 'cherry', 'date']

# Use enumerate to iterate over the list with indices
for index, fruit in enumerate(fruits):
print(f"Index {index}: {fruit}")



Output:

Index 0: apple
Index 1: banana
Index 2: cherry
Index 3: date




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Python Data Science Jobs & Interviews
Question 49: #python
What is the purpose of the 'setattr' function in Python?
class Person: def __init__(self, name):
self.name = name
# Create an instance of the Person class p = Person('Alice')
# Use setattr to dynamically set attribute values
setattr(p, 'age', 30)setattr(p, 'city', 'Tehran')
# Display the set attributes
print(f"Name: {p.name}")print(f"Age: {p.age}")
print(f"City: {p.city}")
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Python Data Science Jobs & Interviews
Question 49: #python
What is the purpose of the 'setattr' function in Python?
❤️The setattr function in Python is used to dynamically set the value of an attribute on an object.

❤️This function takes three arguments: the object, the attribute name, and the value to be set.

❤️This function is usually used in situations where attribute names or values are determined at runtime.

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TON is Hosting Three-Day Offline Marathons for Developers in 13 Cities Worldwide

TON (The Open Network), a blockchain integrated into Telegram, is currently holding the largest hackathon in its history, “The Open League Hackathon,” with a prize pool of $2,000,000!

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Python Data Science Jobs & Interviews
Question 50: #python
What is the purpose of the 'super' function in Python?
class Animal:
def init(self, name):
self.name = name

def speak(self):
return "Some sound"
class Dog(Animal):
def init(self, name, breed):
super().init(name)
self.breed = breed

def speak(self):
return f"{self.name} says Woof!"
class Cat(Animal):
def init(self, name, color):
super().init(name)
self.color = color

def speak(self):
return f"{self.name} says Meow!"
# Create objects from Dog and Cat classes dog = Dog('Buddy', 'Golden Retriever')
cat = Cat('Whiskers', 'Gray')

# Calling speak methods print(dog.speak()) # خروجی: Buddy says Woof!
print(cat.speak()) # خروجی: Whiskers says Meow!




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Python Data Science Jobs & Interviews
Question 50: #python
What is the purpose of the 'super' function in Python?
❤️The super function in Python is used to call a method from the parent class inside a subclass.

❤️ This function gives access to the methods and properties of the parent class and allows you to use and extend the methods of the parent class in subclasses.

❤️It is very common in object-oriented programming to extend the capabilities of parent classes in subclasses.


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Python Data Science Jobs & Interviews
Question 53: #python
What is the purpose of the 'staticmethod' decorator in Python?
class MathOperations:
@staticmethod
def add(a, b):
return a + b


@staticmethod
def multiply(a, b):
return a * b

# Calling static methods without needing to create an instance of the class

result_add = MathOperations.add(5, 3)
result_multiply = MathOperations.multiply(4, 7)


print(f"Addition: {result_add}")
# Output: Addition: 8
print(f"Multiplication: {result_multiply}")
# Output: Multiplication: 28




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Python Data Science Jobs & Interviews
class MathOperations: @staticmethod def add(a, b): return a + b @staticmethod def multiply(a, b): return a * b # Calling static methods without needing to create an instance of the class result_add = …
1⃣ A class MathOperations is defined with two methods, add and multiply, both defined using the @staticmethod decorator.

2⃣ These methods do not need to access any instance attributes or methods, so they can be defined as static methods.

3⃣ Static methods are called directly on the class without the need to create an instance of the class.

Using staticmethod is useful when you need a function within a class that does not need to access any data from instances of that class and can operate independently.


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Python Data Science Jobs & Interviews
Question 53: #python
What is the purpose of the 'staticmethod' decorator in Python?
❤️The staticmethod function in Python is used to define a method that operates on the class itself rather than on its instances.

❤️This type of method does not receive the instance as its first argument, unlike instance methods.

❤️These methods are typically used for utility functions related to the class that do not require access to instance attributes.


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Python Data Science Jobs & Interviews
Question 54: #python
What is the purpose of the 'classmethod' decorator in Python?
💬 Answer as soon as possible so that we can publish more explanation and sample code in a few hours
Python Data Science Jobs & Interviews
Question 54: #python
What is the purpose of the 'classmethod' decorator in Python?
class Person:
    population = 0

    def init(self, name):
        self.name = name
        Person.population += 1

    @classmethod
    def from_birth_year(cls, name, birth_year):
        age = 2024 - birth_year
        instance = cls(name)
        instance.age = age
        return instance

    @classmethod
    def get_population(cls):
        return cls.population

# Create objects using the default constructor
person1 = Person('Alice')
# Create an object using the alternative constructor
person2 = Person.from_birth_year('Bob', 1990)

# Display information
print(f"Name: {person1.name}")
print(f"Name: {person2.name}, Age: {person2.age}")

# Display population count
print(f"Population: {Person.get_population()}")



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