# Exploring Object-Oriented Programming (OOP) Concepts in Python (Part -1)

### **Introduction**

Welcome to today's investigation of [Object-Oriented Programming](https://www.techtarget.com/searchapparchitecture/definition/object-oriented-programming-OOP#:~:text=Object%2Doriented%20programming%20(OOP)%20is%20a%20computer%20programming%20model,has%20unique%20attributes%20and%20behavior.) ([OOP](https://en.wikipedia.org/wiki/Object-oriented_programming)) ideas in [Python](https://www.linkedin.com/learning/python-object-oriented-programming), dear viewers. [Python's](https://en.wikipedia.org/wiki/Object-oriented_programming) clean syntax and strong capabilities make it a good platform for studying and implementing [OOP](https://www.geeksforgeeks.org/introduction-of-object-oriented-programming/) ideas.

We will delve deep into the realm of [OOP](https://www.educative.io/blog/object-oriented-programming) in this interactive workshop, breaking down complicated concepts into simple components. You'll discover helpful ideas here whether you're a newbie or an experienced programmer wishing to update your [OOP](https://www.javatpoint.com/what-is-object-oriented-programming) skills.

### What is [Object-Oriented Programming](https://developer.mozilla.org/en-US/docs/Learn/JavaScript/Objects/Object-oriented_programming)?

[Object-Oriented Programming](https://www.geeksforgeeks.org/python-oops-concepts/) ([OOP](https://www.youtube.com/watch?v=Ej_02ICOIgs&ab_channel=freeCodeCamp.org)) is a programming paradigm centered on the idea of [objects](https://www.amazon.in/Python-Object-Oriented-Programming-maintainable-object-oriented/dp/1801077266). An [object](https://www.simplilearn.com/tutorials/python-tutorial/python-object-oriented-programming) is a self-contained entity that combines data (**attributes**) and behaviors (**methods**). This method provides for better organized and modular code design and organization.

### Problems in the Procedure-Oriented Programming (POP)

The Structured Programming Approach, also known as the Procedure-oriented Approach, is a programming paradigm that stresses the use of procedures or functions to break down a program into smaller, more manageable sections. While it has advantages, it also has limitations and problems:

* **Lack of Data Encapsulation**
    
* **Limited Reusability**
    
* **Poor Scalability**
    
* **Difficulty in Understanding**
    
* **Lack of** [**Abstraction**](https://www.geeksforgeeks.org/abstract-classes-in-python/)
    
* **Limited Support for Modularity**
    
* **Maintenance Challenges**
    
* **Inefficiency**
    
* **Limited Support for Parallelism**
    
* **Code Readability**
    

**Lack of Data** [**Encapsulation**](https://www.pythontutorial.net/python-oop/python-private-attributes/)**:** Data is frequently global or shared among multiple procedures in a Procedure Oriented Approach. This might result in inadvertent data alteration, making data [encapsulation](https://www.javatpoint.com/encapsulation-in-python) and data integrity challenging.

**Limited Reusability:** Procedures are often built for distinct purposes, making code reuse difficult. This can lead to code duplication and lower maintainability.

**Poor Scalability:** As a program expands, managing numerous procedures can become overwhelming, making it challenging to scale the program to efficiently handle complex tasks.

**Difficulty in Understanding:** The Procedure Oriented Approach can be challenging to comprehend and debug for those who didn't initially write the code.  
**Lack of** [**Abstraction**](https://www.scaler.com/topics/python/data-abstraction-in-python/)**:** The Procedure Oriented Approach can be challenging for those who haven't written the code initially.

**Limited Support for Modularity:** In POP, code can become monolithic, making it challenging to manage and debug.

**Maintenance Challenges:** Changing one section of a program can have an impact on other areas, especially when global variables are involved. This makes maintenance and debugging more difficult.

**Inefficiency:** Procedures can be run numerous times, resulting in multiple function calls and argument passing, which can influence program performance, particularly in resource-intensive applications.

**Limited Support for Parallelism:** The Procedure Oriented Approach is not well-suited for taking advantage of modern multi-core processors and parallel processing, making it less suitable for certain types of applications.

**Code Readability:** Large programs developed using a Procedure-Oriented Approach can become difficult to read and understand due to the lack of clear organization and [encapsulation](https://www.scaler.com/topics/python/encapsulation-in-python/) of functionality.

**<mark>Note:</mark>** The Approach, while suitable for smaller applications and simplicity, is less suitable for complex projects due to its lack of clear organization and functionality [encapsulation](https://www.codingninjas.com/studio/library/what-is-encapsulation-in-python).

<div data-node-type="callout">
<div data-node-type="callout-emoji">💡</div>
<div data-node-type="callout-text">However, for larger and more complex projects, developers often prefer using other paradigms like <a target="_blank" rel="noopener noreferrer nofollow" href="https://matematika-mipa.unsri.ac.id/wp-content/uploads/2022/05/Object-Oriented-Python-Master-OOP-by-Building-Games-and-GUIs-Irv-Kalb-z-lib.org_.pdf" style="pointer-events: none">Object-Oriented Programming</a> or Functional Programming.</div>
</div>

### Features of [Object-Oriented Programming](https://www.javatpoint.com/python-oops-concepts) System ([OOPS](https://www.edureka.co/blog/object-oriented-programming-python/))

[**Object-oriented programming**](https://www.tutorialspoint.com/python/python_classes_objects.htm)**(**[**OOPS**](https://www.educative.io/blog/how-to-use-oop-in-python?utm_campaign=brand_educative&utm_source=google&utm_medium=ppc&utm_content=performance_max_india&eid=5082902844932096&utm_term=&utm_campaign=%5BNew%5D+Performance+Max&utm_source=adwords&utm_medium=ppc&hsa_acc=5451446008&hsa_cam=18931439518&hsa_grp=&hsa_ad=&hsa_src=x&hsa_tgt=&hsa_kw=&hsa_mt=&hsa_net=adwords&hsa_ver=3&gclid=CjwKCAjwyNSoBhA9EiwA5aYlb9_BQL_SsUtgBK_IUadbwoXj70sh4J2NcPqwI7J2pvwRbe579c_kWRoCG5cQAvD_BwE)**)** revolves around these key principles

* [**Objects**](https://developer.ibm.com/tutorials/object-oriented-programming-in-python/) **and** [**Classes**](https://www.geeksforgeeks.org/python-classes-and-objects/)
    
* **Attributes**
    
* **Methods**
    
* [**Encapsulation**](https://www.geeksforgeeks.org/encapsulation-in-python/)
    
* [**Abstraction**](https://www.scaler.com/topics/python/data-abstraction-in-python/)
    
* [**Inheritance**](https://www.w3schools.com/python/python_inheritance.asp)
    
* [**Polymorphism**](https://www.geeksforgeeks.org/polymorphism-in-python/)
    

## [Objects](https://www.educba.com/object-oriented-programming-in-python/) and [Classes](https://realpython.com/python-classes/)

* [Objects in object-oriented programming](https://www.datacamp.com/tutorial/python-oop-tutorial) ([**OOP**](https://learn.microsoft.com/en-us/training/modules/python-object-oriented-programming/)) are essential building blocks for modeling and representing entities or concepts, encapsulating data and behaviors related to these entities.
    
* In [**OOP**](https://kinsta.com/blog/python-object-oriented-programming/), an [object](https://log2base2.com/python?utm_src=search&utm_target=spyDS&gclid=CjwKCAjwyNSoBhA9EiwA5aYlby29inUa4TD7VZdLs0uwre03o54f20HwnGF_2snqtxy9qo8z1mlkJRoCJyYQAvD_BwE) is a basic unit that represents a real-world thing or notion.
    

[**Objects**](https://zetcode.com/lang/python/oop/)

*"*[*Objects*](https://readthedocs.org/projects/python-textbok/downloads/pdf/1.0/) *are instances of* [*classes*](https://docs.python.org/3/tutorial/classes.html)*. They are created based on the* [*class*](https://developers.google.com/edu/python) *definition and represent specific instances of the entity described by the* [*class*](https://www.programiz.com/python-programming/class)*."*

* [Objects](https://home.cs.colorado.edu/~kena/classes/5448/f12/presentation-materials/singh.pdf) include characteristics (**also known as properties**) and methods (**related functions**).
    
* In [Python](https://analyticsindiamag.com/object-oriented-programming-python/), [objects](https://www.pythoncheatsheet.org/cheatsheet/oop-basics) may be created from [classes](https://www.dataquest.io/blog/using-classes-in-python/), which act as blueprints for such things.
    

```python
my_car = Car("Toyota", "Camry")
```

[**Classes**](https://www.javatpoint.com/python-objects-classes)

*"In* [*Python*](https://www.codingninjas.com/studio/library/object-oriented-programming-python)*, a* [*class*](https://www.scaler.com/topics/python/class-in-python/) *is a blueprint or template for creating* [*objects*](https://www.digitalocean.com/community/tutorial-series/object-oriented-programming-in-python-3)*. It defines the attributes (data) and methods (functions) that the* [*objects*](https://medium.com/pythoneers/a-quick-look-at-object-oriented-programming-oop-in-python-975fc3cb9618) *created from that* [*class*](https://www.pluralsight.com/cloud-guru/labs/aws/modeling-data-with-classes-in-python?utm_source=google&utm_medium=paid-search&utm_campaign=upskilling-and-reskilling&utm_term=ssi-apac-in-dynamic&utm_content=free-trial&gclid=CjwKCAjwyNSoBhA9EiwA5aYlb5G9aDJ9379pDDrDI6db0qfosMNzsttsbMvgQFkIIQ1D3dp6C0bFWBoCynoQAvD_BwE) *will have.* [*Classes*](https://www.coursera.org/search?query=Computer%20Science&index=prod_all_products_term_optimization&isPartOfCourseraPlus=true&utm_source=gg&utm_medium=sem&utm_campaign=B2C_INDIA__branded_FTCOF_courseraplus_arte&utm_content=B2C&campaignid=18216928758&adgroupid=141296026312&device=c&keyword=learn%20python&matchtype=b&network=g&devicemodel=&adpostion=&creativeid=619458216857&hide_mobile_promo&gclid=CjwKCAjwyNSoBhA9EiwA5aYlb3js4pdXsN8FDnKAKzFBjVvyqAosgivpYtUxnF-7flvltT4oOfIaqhoCwlcQAvD_BwE) *are defined using the* [`class`](https://www.tutorialsteacher.com/python/python-class) *keyword."*

* A [class](https://www.digitalocean.com/community/tutorials/python-classes-objects) is a blueprint or template for producing particular types of things.
    
* It specifies the attributes (data members) and methods (functions) that [class objects](https://www.hackerearth.com/practice/python/object-oriented-programming/classes-and-objects-i/tutorial/) will have.
    
* A [class](https://www.youtube.com/watch?v=2WFg2JCaMuc&ab_channel=Simplilearn) can be thought of as a user-defined data type.
    

```python
class Car:
    def __init__(self, make, model):
        self.make = make
        self.model = model

    def start_engine(self):
       print(f"{self.make} {self.model}'s engine is started.")
```

### In [OOP](https://www.datacamp.com/courses/object-oriented-programming-in-python), an [object](https://www.codecademy.com/learn/learn-object-oriented-programming-with-python) is a basic unit that represents a real-world thing or notion.

* **Creating a Basic** [**Class**](https://openbookproject.net/thinkcs/python/english3e/classes_and_objects_I.html) **and** [**Object**](https://datagy.io/python-object-oriented-programming/)
    

We created a Dog [class](https://www.codecademy.com/resources/docs/python/classes) with attributes like name and breed and a bark method. We created two Dog [objects](https://www.programiz.com/python-programming/polymorphism), **dog1** and **dog2**, representing different dogs.

```python
class Dog:
    # Constructor to initialize attributes
    def __init__(self, name, breed):
        self.name = name
        self.breed = breed

    # Method to bark
    def bark(self):
        return f"{self.name} says Woof!"

# Creating objects (instances) of the Dog class
dog1 = Dog("Buddy", "Golden Retriever")
dog2 = Dog("Max", "Poodle")

# Accessing object attributes and calling methods
print(dog1.name)   # Output: Buddy
print(dog2.bark()) # Output: Max says Woof!
```

* **Mathematical Operations with** [**Objects**](https://towardsdatascience.com/python-polymorphism-with-class-discovery-28908ac6456f)
    

The example demonstrates the creation of a Calculator [class](https://openbookproject.net/thinkcs/python/english3e/classes_and_objects_I.html) with methods for addition and subtraction, which is then utilized for performing arithmetic operations.

```python
class Calculator:
    def __init__(self, value=0):
        self.value = value

    def add(self, num):
        self.value += num

    def subtract(self, num):
        self.value -= num

# Creating a Calculator object
calc = Calculator()

# Performing operations
calc.add(5)
calc.subtract(3)

# Accessing the result
print(calc.value)  # Output: 2
```

## [**Objects**](https://www.gcreddy.com/2021/12/python-object-oriented-programming.html) **include characteristics (also known as properties) and methods (related functions).**

[Object-oriented programming](https://www.educative.io/blog/how-to-use-oop-in-python) ([**OOP**](https://python-course.eu/oop/object-oriented-programming.php)) involves [classes](https://www.learnpython.org/en/Classes_and_Objects) with attributes and methods. Attributes hold data about the [object](https://freecontent.manning.com/.well-known/captcha/?r=%2Fobject-oriented-coding-in-python%2F), defining its characteristics.

Methods are associated functions that perform actions related to the [object's](https://blog.devgenius.io/object-oriented-programming-in-python-a-beginners-guide-fe4e30f01a22) state or behavior, such as retrieving a person's full name or updating their address.

```python
class Person:
    def __init__(self, name, age, address):
        self.name = name    # Attribute
        self.age = age      # Attribute
        self.address = address  # Attribute

    def getFullName(self):  # Method
        return self.name

    def changeAddress(self, new_address):  # Method
        self.address = new_address

# Creating an instance of the Person class
person1 = Person("John Doe", 30, "123 Main St")

# Accessing attributes
print(person1.name)  # Output: John Doe
print(person1.age)   # Output: 30

# Calling methods
print(person1.getFullName())  # Output: John Doe

# Modifying an attribute
person1.changeAddress("456 Elm St")
print(person1.address)  # Output: 456 Elm St
```

The Person [class](https://www.educative.io/answers/how-to-define-classes-in-python), with attributes like name, age, and address, provides methods like **getFullName** and **changeAddress** for [objects](https://kandi.openweaver.com/?landingpage=python_all_projects&utm_source=google&utm_medium=cpc&utm_campaign=promo_kandi_ie&utm_content=kandi_ie_search&utm_term=python_devs&gclid=CjwKCAjwyNSoBhA9EiwA5aYlbwFGctwO6WT82-dbuIOz5YiHeRxx7BYGzxYP0wJP__3JbJAmpPabCBoCcU4QAvD_BwE) to interact with their data and behavior.

## Attributes

*"Attributes are variables that store information about an* [*object*](https://anandology.com/python-practice-book/object_oriented_programming.html)*, and they represent an* [*object's*](https://gktcs.com/media/PPT/Sanket%20Lolge/Python-Django/9-_Object_Oriented_Programming_Using_Python.pdf) *qualities or characteristics."*

* Attributes are variables that store information about an [object.](https://johnfoster.pge.utexas.edu/numerical-methods-book/PythonIntro_ObjectOrientedProgramming.html)
    
* They indicate an [object's](https://takeuforward.org/python/python-object-oriented-programming/) qualities or attributes.
    
* Attributes in [Python](https://www.coursera.org/learn/object-oriented-python) are declared within a [class](https://www.search-hq.com/web?q=python+learning+classes&gclid=CjwKCAjwyNSoBhA9EiwA5aYlb8iwNKt4DUC_OqtmLT6svuUsHUliRsK0Sy03IHzEKZI-J_wNgyB2dRoChaoQAvD_BwE&qo=semQuery&an=google_s&tt=rmd&ad=semD&ag=fw81&am=broad&akid=0b5602a0-7bdf-47e6-adc9-fc936eb2dae7-0-hq_gsb) and accessed using dot notation.
    

### Declared within a [Class](https://www.tutorialspoint.com/python/python_classes_objects.htm)

Attributes are often defined within a [class](https://www.simplilearn.com/tutorials/python-tutorial/objects-and-classes-in-python) to specify the properties that [objects](https://www.mygreatlearning.com/academy/learn-for-free/courses/oops-in-python) produced from that [class](https://www.edureka.co/blog/python-class/) will have. They are defined in the [class's](https://towardsdatascience.com/explaining-python-classes-in-a-simple-way-e3742827c8b5) body.

```python
class MyClass:
  attribute1 = "some_value"
  attribute2 = 42
```

### Accessed Using Dot Notation

Dot notation is used to access an [object's](https://noteable.io/blog/object-oriented-python-data-science/) attributes, which involves specifying the [object's](https://www.upgrad.com/blog/oops-in-python/) name, followed by a dot <mark>(</mark>**<mark>'.'</mark>**<mark>)</mark>, and then the attribute's name.

```python
obj = MyClass()
value1 = obj.attribute1  # Accessing attribute1
value2 = obj.attribute2  # Accessing attribute2
```

### Instance and Class Attributes

In [Python](https://www.pluralsight.com/cloud-guru/courses/advanced-perspective-of-classes-and-object-oriented-programming-in-python?utm_source=google&utm_medium=paid-search&utm_campaign=upskilling-and-reskilling&utm_term=ssi-apac-in-dynamic&utm_content=free-trial&gclid=CjwKCAjwyNSoBhA9EiwA5aYlbxGwweZixjA6YOVuB2a15YJJrJSKinVAp-cNoGkbuekZx8G4t-B9tBoCIvMQAvD_BwE), there are two kinds of attributes: **<mark>instance attributes and class attributes.</mark>** Instance attributes are unique to a given instance ([**object**](https://www.oreilly.com/library/view/object-oriented-python/9781098129842/)) of a class**,** whereas class attributes are shared by all instances of the class.

```python
class MyClass:
    class_attribute = "shared_value"  # This is a class attribute

    def __init__(self, instance_attribute):
        self.instance_attribute = instance_attribute  # This is an instance attribute

# Creating objects of MyClass
obj1 = MyClass("object1")
obj2 = MyClass("object2")

# Accessing class attribute (shared by all instances)
print("Class attribute for obj1:", obj1.class_attribute)  # "shared_value"
print("Class attribute for obj2:", obj2.class_attribute)  # "shared_value"

# Accessing instance attribute (unique to each instance)
print("Instance attribute for obj1:", obj1.instance_attribute)  # "object1"
print("Instance attribute for obj2:", obj2.instance_attribute)  # "object2"

# Modifying instance attribute for obj1
obj1.instance_attribute = "new_value"

# Now, obj1 has its own instance_attribute, separate from obj2
print("Updated instance attribute for obj1:", obj1.instance_attribute)  # "new_value"
print("Instance attribute for obj2:", obj2.instance_attribute)  # "object2"
```

Class attributes are shared across instances of a **MyClass** class, defining properties for all [objects](https://pythonistaplanet.com/python-oop-exercises/), while instance attributes allow each [object](https://www.wolfram.com/language/fast-introduction-for-programmers/en/?compare=python&src=google&1701&gclid=CjwKCAjwyNSoBhA9EiwA5aYlb5mRTSgIVCjumRegGpPAT8PIFJY2RbYmWtVL5BuJ1WEjuIaVVBSLHhoC6hsQAvD_BwE) to have its unique state, affecting only the instance to which it belongs.  

<div data-node-type="callout">
<div data-node-type="callout-emoji">💡</div>
<div data-node-type="callout-text">Attributes are crucial in <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.scaler.com/topics/python/polymorphism-in-python/" style="pointer-events: none">object-oriented programming</a> in <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.kaggle.com/code/raskoshik/tutorial-object-oriented-programming-in-python" style="pointer-events: none">Python</a>, enabling data storage, retrieval, and defining an <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.edureka.co/blog/polymorphism-in-python/" style="pointer-events: none">object</a>'s state, which can be manipulated to alter its behavior or characteristics.</div>
</div>

## Methods

* Methods are functions specified within a [class](https://docs.python.org/3/tutorial/classes.html) that perform operations on the properties of [class objects](https://www.scaler.com/topics/python/inheritance-in-python/).
    
* They encapsulate [object](https://realpython.com/inheritance-composition-python/)\-related activity.
    
* The'self' argument refers to the [object](https://www.edureka.co/blog/inheritance-in-python/) instance invoking the method.
    

```python
person1 = Person("Alice", 30)
   greeting = person1.greet()  # Calling the 'greet' method
   print(greeting)
```

### Methods in Classes

In [Python](https://pythonnumericalmethods.berkeley.edu/notebooks/chapter07.01-Introduction-to-OOP.html), methods are functions that are specified within a [class](https://pynative.com/python-inheritance/). These methods are related to and operate on [class object](https://www.programiz.com/python-programming/inheritance) properties (**attributes**). Methods specify the behavior or activities that [class objects](https://www.javatpoint.com/inheritance-in-python) can take.

### [Encapsulation](https://www.tutorialspoint.com/what-is-encapsulation-in-python) of [Object](https://dongr0510.medium.com/python-object-oriented-programming-polymorphism-feb1ffc3fb4e)\-Related Activity

Methods encapsulate or include code related to the functionality of class [objects](https://www.guru99.com/polymorphism-in-python.html). They aid in the organization and structure of a class's functionality, making it easier to manage and comprehend [object](https://discuss.python.org/t/polymorphism-in-python/25178) behavior.

### **The** `self` Argument

* The self keyword is a convention in [Python](https://www.shiksha.com/online-courses/articles/object-oriented-programming-with-python/) that is used as the first parameter in the declaration of instance methods.
    
* It refers to the method-invoking [object](https://www.educative.io/blog/what-is-polymorphism-python) instance.
    
* When you call a method on an [object](https://www.toppr.com/guides/python-guide/tutorials/python-oops/polymorphism-in-python-with-examples/), [Python](https://www.w3resource.com/python-exercises/oop/index.php) automatically sends the [object](https://www.javatpoint.com/polymorphism-in-python) as the method's first parameter **(i.e., self)**.
    
* Within the method, you may access and alter the [object's](https://pynative.com/python-polymorphism/) attributes.
    

```python
class Person:
    def __init__(self, name, age):
        self.name = name
        self.age = age

    def introduce(self):
        return f"My name is {self.name} and I am {self.age} years old."

    def have_birthday(self):
        self.age += 1

# Creating a Person object
person1 = Person("Alice", 30)

# Calling methods on the object
print(person1.introduce())  # Output: "My name is Alice and I am 30 years old."

person1.have_birthday()
print(person1.introduce())  # Output: "My name is Alice and I am 31 years old."
```

<details data-node-type="hn-details-summary"><summary>Summary</summary><div data-type="detailsContent"><a target="_blank" rel="noopener noreferrer nofollow" href="https://www.listendata.com/2019/08/python-object-oriented-programming.html" style="pointer-events: none">Object-Oriented Programming</a> (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.pythontutorial.net/python-oop/" style="pointer-events: none">OOP</a>) is a programming paradigm that organizes code by modeling real-world entities as <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.simplilearn.com/polymorphism-in-python-article" style="pointer-events: none">objects</a> with attributes and methods. Key <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.udemy.com/course/object-oriented-python-programming/" style="pointer-events: none">OOP </a>concepts include <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.mygreatlearning.com/blog/polymorphism-in-python/" style="pointer-events: none">objects</a>, which represent entities or concepts, classes, which define the structure and behavior of <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.analyticsvidhya.com/blog/2021/12/everything-a-beginner-should-know-about-polymorphism-in-pythonwith-examples/" style="pointer-events: none">objects</a>, attributes, which represent data or state, and methods, which define the behavior or actions of <a target="_blank" rel="noopener noreferrer nofollow" href="https://www.tutorialspoint.com/polymorphism-in-python" style="pointer-events: none">objects</a>.</div></details>

Today's blog discussed the basics of [Object-Oriented Programming](https://www.coursera.org/projects/class-creation-in-object-oriented-python?utm_source=gg&utm_medium=sem&utm_campaign=B2C_INDIA__branded_FTCOF_courseraplus_arte_PMax&utm_content=Degree&campaignid=19607944793&adgroupid=&device=c&keyword=&matchtype=&network=x&devicemodel=&adpostion=&creativeid=&hide_mobile_promo&gclid=CjwKCAjwyNSoBhA9EiwA5aYlbwd7h1t2SSbVI9E2KQs9MnKyW9mgBE0ieVNtvI-KKG3Noe4857TNhhoClAIQAvD_BwE) ([**OOP**](https://www.analyticsvidhya.com/blog/2020/09/object-oriented-programming/)), including [objects](https://www.codingninjas.com/studio/library/polymorphism-in-python), classes, attributes, and methods. Future posts will cover [encapsulation](https://pynative.com/python-encapsulation/), [abstraction](https://www.javatpoint.com/abstraction-in-python), [inheritance](https://www.geeksforgeeks.org/inheritance-in-python/), and [polymorphism](https://www.w3schools.com/python/python_polymorphism.asp).

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