Podcast
Questions and Answers
Which of the following data types is immutable in Python?
Which of the following data types is immutable in Python?
- `dict`
- `set`
- `tuple` (correct)
- `list`
Given the following code snippet, what will be the output?
x = 5
if x > 10:
print("Greater than 10")
elif x > 3:
print("Greater than 3")
else:
print("Less than or equal to 3")
Given the following code snippet, what will be the output?
x = 5
if x > 10:
print("Greater than 10")
elif x > 3:
print("Greater than 3")
else:
print("Less than or equal to 3")
- `Less than or equal to 3`
- No output
- `Greater than 3` (correct)
- `Greater than 10`
What is the primary purpose of the continue
statement in a loop?
What is the primary purpose of the continue
statement in a loop?
- To terminate the loop entirely.
- To skip the rest of the current iteration and proceed to the next iteration. (correct)
- To execute the loop only once.
- To restart the loop from the beginning.
What type of argument is passed to a function using the parameter name, such as name="John"
?
What type of argument is passed to a function using the parameter name, such as name="John"
?
Which of the following is a characteristic of lambda functions in Python?
Which of the following is a characteristic of lambda functions in Python?
What is the purpose of the as
keyword when importing a module in Python?
What is the purpose of the as
keyword when importing a module in Python?
Which module in the Python standard library provides functions for interacting with the operating system?
Which module in the Python standard library provides functions for interacting with the operating system?
What is the purpose of pip
in Python?
What is the purpose of pip
in Python?
In object-oriented programming, what is a class?
In object-oriented programming, what is a class?
Which OOP concept involves bundling data and methods that operate on that data within a class?
Which OOP concept involves bundling data and methods that operate on that data within a class?
What is the purpose of the constructor method __init__
in a Python class?
What is the purpose of the constructor method __init__
in a Python class?
What does the self
keyword refer to in a class method?
What does the self
keyword refer to in a class method?
Which of the following represents the correct way to define a subclass Dog
that inherits from a superclass Animal
?
Which of the following represents the correct way to define a subclass Dog
that inherits from a superclass Animal
?
Which of the following data types can store key-value pairs?
Which of the following data types can store key-value pairs?
Given the code:
for i in range(2, 10, 2):
print(i)
What will be the output?
Given the code:
for i in range(2, 10, 2):
print(i)
What will be the output?
What will be the state of x
after the execution of the following code?
x = 10
while x > 5:
x -= 2
else:
x += 1
What will be the state of x
after the execution of the following code?
x = 10
while x > 5:
x -= 2
else:
x += 1
If a function does not have a return
statement, what does it return by default?
If a function does not have a return
statement, what does it return by default?
Consider the following function definition:
def greet(name, greeting="Hello"):
print(greeting + ", " + name)
Which of the following calls to greet
would be invalid?
Consider the following function definition:
def greet(name, greeting="Hello"):
print(greeting + ", " + name)
Which of the following calls to greet
would be invalid?
Given the following, what is printed?
def func(*args, **kwargs):
print(args)
print(kwargs)
func(1, 2, 3, name="Alice", age=30)
Given the following, what is printed?
def func(*args, **kwargs):
print(args)
print(kwargs)
func(1, 2, 3, name="Alice", age=30)
Which of the following is NOT a valid way to import the sqrt
function from the math
module?
Which of the following is NOT a valid way to import the sqrt
function from the math
module?
Which of the following modules would you use to work with regular expressions?
Which of the following modules would you use to work with regular expressions?
Assume you want to install a package named requests
using pip. Which command would you use?
Assume you want to install a package named requests
using pip. Which command would you use?
Which of the following represents the correct order of steps in object-oriented programming?
Which of the following represents the correct order of steps in object-oriented programming?
What is the key advantage of using inheritance in OOP?
What is the key advantage of using inheritance in OOP?
What is polymorphism?
What is polymorphism?
Consider these two functions:
def modify_list(my_list):
my_list.append(4)
my_list = [1, 2, 3]
modify_list(my_list)
print(my_list)
def modify_tuple(my_tuple):
my_tuple += (4,)
my_tuple = (1, 2, 3)
modify_tuple(my_tuple)
print(my_tuple)
What happens when you run this code?
Consider these two functions:
def modify_list(my_list):
my_list.append(4)
my_list = [1, 2, 3]
modify_list(my_list)
print(my_list)
def modify_tuple(my_tuple):
my_tuple += (4,)
my_tuple = (1, 2, 3)
modify_tuple(my_tuple)
print(my_tuple)
What happens when you run this code?
What is the output of the following code?
def factorial(n):
if n == 0:
return 1
else:
return n * factorial(n-1)
print(factorial(4))
What is the output of the following code?
def factorial(n):
if n == 0:
return 1
else:
return n * factorial(n-1)
print(factorial(4))
What is the output of the following code?
def func(a, b=5, c=10):
print("a is", a, "and b is", b, "and c is", c)
func(3, 7)
func(25, c=24)
func(c=50, a=100)
What is the output of the following code?
def func(a, b=5, c=10):
print("a is", a, "and b is", b, "and c is", c)
func(3, 7)
func(25, c=24)
func(c=50, a=100)
What will be the output of the following Python code?
my_list = [1, 2, 3, 4, 5]
new_list = list(map(lambda x: x * 2, my_list))
print(new_list)
What will be the output of the following Python code?
my_list = [1, 2, 3, 4, 5]
new_list = list(map(lambda x: x * 2, my_list))
print(new_list)
What is the output of the following code snippet?
def outer_function(x):
def inner_function(y):
return x + y
return inner_function
closure = outer_function(10)
print(closure(5))
What is the output of the following code snippet?
def outer_function(x):
def inner_function(y):
return x + y
return inner_function
closure = outer_function(10)
print(closure(5))
What data structure does **kwargs
represent when used as a parameter in a function definition?
What data structure does **kwargs
represent when used as a parameter in a function definition?
Given the following code, what will the output be?
class Animal:
def __init__(self, name):
self.name = name
def speak(self):
return "Generic animal sound"
class Dog(Animal):
def speak(self):
return "Woof!"
animal = Animal("Generic")
dog = Dog("Buddy")
print(animal.speak())
print(dog.speak())
Given the following code, what will the output be?
class Animal:
def __init__(self, name):
self.name = name
def speak(self):
return "Generic animal sound"
class Dog(Animal):
def speak(self):
return "Woof!"
animal = Animal("Generic")
dog = Dog("Buddy")
print(animal.speak())
print(dog.speak())
What is the purpose of the super()
function in Python inheritance?
What is the purpose of the super()
function in Python inheritance?
What is the output of the following code?
class A:
def __init__(self):
self.value = 5
def get_value(self):
return self.value
class B(A):
def __init__(self):
super().__init__()
self.value = 10
b = B()
print(b.get_value())
What is the output of the following code?
class A:
def __init__(self):
self.value = 5
def get_value(self):
return self.value
class B(A):
def __init__(self):
super().__init__()
self.value = 10
b = B()
print(b.get_value())
Flashcards
What is Python?
What is Python?
A high-level, interpreted, general-purpose programming language that emphasizes code readability.
What is an int
?
What is an int
?
Whole numbers, without any decimal part.
What is a float
?
What is a float
?
Numbers with a decimal point, representing real numbers.
What is a complex
number?
What is a complex
number?
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What is a str
?
What is a str
?
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What is a list
?
What is a list
?
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What is a tuple
?
What is a tuple
?
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What is range
?
What is range
?
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What is a dict
?
What is a dict
?
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What is a set
?
What is a set
?
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What is a frozenset
?
What is a frozenset
?
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What is bool
?
What is bool
?
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What are bytes
?
What are bytes
?
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What is bytearray
?
What is bytearray
?
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What is memoryview
?
What is memoryview
?
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What does the if
statement do?
What does the if
statement do?
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What does the elif
statement do?
What does the elif
statement do?
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What does the else
statement do?
What does the else
statement do?
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What does the for
loop do?
What does the for
loop do?
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What does the while
loop do?
What does the while
loop do?
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What does the break
statement do?
What does the break
statement do?
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What does the continue
statement do?
What does the continue
statement do?
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What does the pass
statement do?
What does the pass
statement do?
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What is a function?
What is a function?
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What are positional arguments?
What are positional arguments?
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What are keyword arguments?
What are keyword arguments?
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What are default arguments?
What are default arguments?
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What are *args
?
What are *args
?
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What are **kwargs
?
What are **kwargs
?
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What are lambda functions?
What are lambda functions?
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What is a module?
What is a module?
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What is a library?
What is a library?
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What does import module_name
do?
What does import module_name
do?
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What does from module_name import member
do?
What does from module_name import member
do?
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What does import module_name as alias
do?
What does import module_name as alias
do?
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What is pip
?
What is pip
?
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What is a class?
What is a class?
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What is an object?
What is an object?
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What is encapsulation?
What is encapsulation?
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What is abstraction?
What is abstraction?
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What is inheritance?
What is inheritance?
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Study Notes
- Python is a high-level, interpreted, general-purpose programming language.
- It emphasizes code readability with its use of significant indentation.
- Python is dynamically typed and garbage-collected.
- It supports multiple programming paradigms, including structured (procedural), object-oriented, and functional programming.
- Python is often described as a "batteries included" language due to its comprehensive standard library.
Data Types
- Python has several built-in data types:
- Numeric Types:
int
: Represents integers (whole numbers).float
: Represents floating-point numbers (decimal numbers).complex
: Represents complex numbers (numbers with a real and imaginary part).
- Text Type:
str
: Represents strings of characters. Strings are immutable sequences of Unicode code points.
- Sequence Types:
list
: Represents an ordered, mutable (changeable) sequence of items.tuple
: Represents an ordered, immutable sequence of items.range
: Represents a sequence of numbers.
- Mapping Type:
dict
: Represents a dictionary, a collection of key-value pairs. Keys must be immutable.
- Set Types:
set
: Represents an unordered collection of unique, immutable items.frozenset
: Represents an immutable version of a set.
- Boolean Type:
bool
: Represents boolean values,True
orFalse
.
- Binary Types:
bytes
: Represents a sequence of bytes.bytearray
: Represents a mutable sequence of bytes.memoryview
: Provides a view of an object's internal data without copying.
- Numeric Types:
- Type conversion can be done using functions like
int()
,float()
,str()
,list()
,tuple()
, etc.
Control Structures
- Control structures determine the order in which statements are executed.
- Python provides several control structures:
- Conditional Statements:
if
statement: Executes a block of code if a condition is true.elif
statement: (else if) Checks an additional condition if the previousif
orelif
condition is false.else
statement: Executes a block of code if all precedingif
andelif
conditions are false.
- Loops:
for
loop: Iterates over a sequence (e.g., list, tuple, string) or other iterable object.while
loop: Executes a block of code repeatedly as long as a condition is true.
- Control Statements within Loops:
break
statement: Terminates the loop prematurely.continue
statement: Skips the rest of the current iteration and proceeds to the next iteration.pass
statement: Does nothing and acts as a placeholder where a statement is syntactically required but no action is needed.
- Conditional Statements:
Functions
- A function is a block of organized, reusable code that performs a specific task.
- Functions help to modularize code, making it more readable and maintainable.
- Function definition:
- Defined using the
def
keyword. - Can accept zero or more arguments (parameters).
- Can return a value using the
return
statement, orNone
if noreturn
statement is present.
- Defined using the
- Function call:
- Executing a function involves using its name followed by parentheses
()
. - Arguments are passed to the function within the parentheses.
- Executing a function involves using its name followed by parentheses
- Types of arguments:
- Positional arguments: Passed in the order defined.
- Keyword arguments: Passed using the parameter name (e.g.,
name="John"
). - Default arguments: Parameters can have default values that are used if an argument is not provided.
- Arbitrary arguments:
*args
: Accepts a variable number of positional arguments, which are passed as a tuple.**kwargs
: Accepts a variable number of keyword arguments, which are passed as a dictionary.
- Lambda functions:
- Anonymous functions defined using the
lambda
keyword. - Can take any number of arguments but can only have one expression.
- Often used for short, simple operations.
- Anonymous functions defined using the
Libraries and Modules
- A module is a file containing Python code, including functions, classes, and variables.
- A library is a collection of related modules.
- Modules and libraries provide reusable code, extending Python's functionality.
- Importing modules:
import module_name
: Imports the entire module; members are accessed usingmodule_name.member
.from module_name import member
: Imports a specific member, accessed directly.from module_name import *
: Imports all members (not recommended for large modules due to potential namespace collisions).import module_name as alias
: Imports the module with an alias; members are accessed usingalias.member
.
- Standard Library:
- Python includes a rich standard library with modules for various tasks:
os
: Operating system interfacesys
: System-specific parameters and functionsmath
: Mathematical functionsdatetime
: Date and time manipulationrandom
: Random number generationjson
: JSON encoding and decodingre
: Regular expressions
- Python includes a rich standard library with modules for various tasks:
- Package Manager:
pip
(Pip Installs Packages) is Python's package installer.- It installs, upgrades, and uninstalls third-party packages from the Python Package Index (PyPI).
- Common commands:
pip install package_name
: Installs a package.pip uninstall package_name
: Uninstalls a package.pip list
: Lists installed packages.pip show package_name
: Shows information about a package.
Object-Oriented Programming
- OOP is a programming paradigm based on "objects," which contain data (attributes) and code (methods).
- Key concepts:
- Class: A blueprint for creating objects, defining attributes and methods.
- Object: An instance of a class, with its own values for the attributes.
- Encapsulation: Bundling data (attributes) and methods within a class to protect data.
- Abstraction: Hiding complex details and exposing essential features to simplify object use.
- Inheritance: Creating a new class (subclass) from an existing class (superclass), inheriting attributes and methods.
- Polymorphism: Objects of different classes respond to the same method call in their own ways, allowing for flexible and reusable code.
- Class definition:
- Defined with the
class
keyword. - Attributes: Variables storing data associated with the object.
- Methods: Functions defined within the class that operate on the object's data.
- Constructor: The
__init__
method, automatically called when an object is created, initializes the object's attributes. self
: A reference to the current object, used to access its attributes and methods within the class.
- Defined with the
- Object creation:
- Created by calling the class name followed by parentheses
()
. - Arguments passed to the constructor are passed to the
__init__
method.
- Created by calling the class name followed by parentheses
- Method calling:
- Methods are called using the object name followed by a dot
.
and the method name:object.method(arguments)
.
- Methods are called using the object name followed by a dot
- Inheritance:
- Defined by including the superclass name in parentheses after the subclass name:
class Subclass(Superclass):
. - The subclass inherits all attributes and methods of the superclass.
- Subclasses can override superclass methods by defining a method with the same name.
- The
super()
function can be used to call superclass methods from within the subclass.
- Defined by including the superclass name in parentheses after the subclass name:
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