Introduction to Python

• Introduction to Python
• Evolution of Python Language
• Version History
• Installation and Setup
• PVM
• How to Develop and Run Python Programs?

Python Basics

• Comments
• Data or Constants
• Variables
• Data Types
• Memory Management
• print Method
• Keywords
• import
• Type Conversion
• Taking Input from User
• Operators

Control Statements in Python

• if Statement
• if else Statement
• if elif else
• Nested if else
• Single Line if else
• match Statement

Iterative Control Statements

• while Loop
• break, continue, pass
• for Loop
• else with Loop
• Nested Loop

Iterables in Python

• range
• list
• str
• tuple
• set
• dict

Functions and Recursion

• Function Introduction
• Function Call vs Function Definition
• Predefined and User-defined Functions
• Ways to Define a Function
• Takes Nothing Returns Nothing
• Take Something Returns Nothing
• Takes Nothing Return Something
• Take Something Return Something
• Default Arguments
• Positional and Keyword Arguments
• Variable Length Arguments

Recursion

• Recursion
• Recursion Tree
• Approach to Recursive Solution

Functional Programming

• Lambda Expression
• Recursive Lambda Expression
• map()
• reduce()
• filter()

Object-Oriented Programming (OOP)

• Introduction to OOP
• Main Aspects of OOP
• Classes
• Objects
• init() Method
• Types of Functions
• Types of Variables
• Inheritance
• Types of Inheritance
• Name Conflict Issue
• Polymorphism
• Data Mingling

Exception Handling

• Introduction to Exceptions
• Handling Exceptions
• Default Exceptions
• Use of else in Exception Handling
• Raising Exceptions

More in Python

• Iterator
• Generator
• Decorator
• Making Your Class Iterable

File Handling & Project Work

• File Handling
• Project Work

Data Structures & Algorithms (DSA) in Python

Introduction to Data Structures

• Introduction to Data Structures
• Why You Should Learn Data Structure?
• Use Case of Data Structure
• Why Product Based Companies Focus on Data Structure
• Asymptotic Notations
• Time Complexity

Linked List

• Singly Linked List
• Doubly Linked List
• Circular Linked List
• Circular Doubly Linked List

Stack and Queue

Stack

• Stack Introduction
• Implementation of Stack

Queue

• Queue Introduction
• Implementation of Queue
• Deque (Double Ended Queue)
• Priority Queue

Recursion and Backtracking

• Recursion Basics
• Approach to Solve Recursive Problems
• Recursion vs Iteration
• Types of Recursion

Sorting Algorithms

• Bubble Sort
• Modified Bubble Sort
• Selection Sort
• Insertion Sort
• Quick Sort
• Merge Sort

Searching and Hashing

• Linear Search
• Binary Search
• Hashing

Tree

• Binary Tree
• Types of Binary Tree
• Binary Search Tree
• Implementation of Binary Search Tree

Heap

• Heap Introduction
• Implementation of Heap
• Heap Sort

Graph

• Graph Concept
• Graph Representation
• BFS and DFS

Types of Algorithms

• Divide and Conquer
• Greedy Method
• Dynamic Programming