Python-with-Data-Structures-and-Algorithms

Python with Data Structures and algorithms

Python Basics

• 01.Flow-Chart
  • 01.How to approach a problem
  • 02.What is flowchart
  • 03.Add two numbers
  • 04.Average of three numbers
  • 05.Decision making algorithm
  • 06.Largest of 3 numbers
  • 07.Check number
  • 08.Valid Triangle
  • 09.Print numbers from 1 to N
  • 10.Find product
  • 11.Print even Numbers
  • 12.Check Number is Prime
  • 13.Largest of N numbers
  • Assignment
    • 1.Check Triangle
    • 2.Sum of evens
    • 3.Find GCD
    • 4.All primes
    • 5.All fibonacci numbers
    • 6.Member of fibonacci
• 02.Introduction-to-Python
  • 01.First Program in Python
  • 02.Variables in Python
  • 03.Data types
  • 04.Python Numbers
  • 05.Limit of integers
  • 06.Arithmetic Operators
  • 07.Taking Input
  • 08.Code-Find average marks
  • Assignments
    • 1.Find X raised to power N
    • 2.Arithmetic Progression
    • 3.Rectangular Area
• 03.Conditionals and loops
  • 01.Boolean datatype
  • 02.Introduction to if else
  • 03.Using Relational and logical Operators
  • 04.Using else if/elif
  • 05.Code - Check Number
  • 06.Nested Conditionals
  • 07.While loop
  • 08.Code - Sum of n numbers
  • 09.Code - Sum of even numbers
  • 10.Primality Checking
  • 11.Nested Loops
  • 12.Code - Fahrenheit to Celcius
  • Assignment
    • 1.Calculator
    • 2.Reverse of a number
    • 3.Palindrome number
    • 4.Sum of even and odd
    • 5.Nth fibonacci number
• 04.Patterns 1
• 05.Patterns 2
• 06.More on loops
• 07.Functions
• 08.Arrays and Lists
• 09.Searching and Sorting
• 10.Strings
• 11.Two Dimensional Lists
• 12.Tuples Dictionary and Sets

Data Structures and Algorithms using Python

• 01.Recursion - 1
• 02.Rcursion - 2
• 03.Recursion - Assignment
• 04.OOPS - 1
  • Intro to OOPS
  • Classes and Objects
  • Instance Attributes
  • Init method
  • Fraction Class - 1
  • Fraction Class - 2
  • Fraction Class - 3
  • Complex Number Class
• 05.OOPS - 2
  • Basics of Inheritance
  • Inheritance and Private Members
  • Inheritance Continued
  • Polymorphism
  • Protected Members
  • Object Class
  • Multiple Inheritance
  • Method Resolution Order
  • Operator Overloading
• 06.OOPS - 3
  • Abstract Classes
  • Abstract Classes - Code
  • Abstract Classes - Continued
  • Errors and Exceptions
  • Intro to Exception Handling
  • Handling multiple Exception
  • Custom Exceptions
  • Except Functionality
  • Else and Finally
  • More about Finally
• 07.Time Complexity Analysis
  • What is Time Complexity ?
  • Experimental Analysis
  • Theoretical Analysis
  • Big O notation - Iterative Linear
  • Theoretical Analysis - Iterative Non Linear
  • Theoretical Analysis Recursive
  • Theoretical Analysis - Binary Search
  • Merge Sort Time Complexity
  • Fibonacci Time Complexity Analysis
• 08.Space Complexity Analysis
  • Space Complexity
  • More Examples of Space Complexity
  • Merge Sort Space Complexity Analysis
  • Analysis of Quick Sort
• 09.Time Complexity Improvement
  • Power of a number
  • Array intersection
  • Array intersection optimal solution
  • Equilibrium Index
• 10.Linked List - 1
• 11.Linked List - 2
• 12.Stacks
• 13.Queues
• 14.Binary Trees - 1
• 15.Binary Trees - 2
• 16.BST-1
• 17.BST-2
• 18.Generic Trees
• 19.Dictionaries - Maps
• 20.Graphs - 1
• 21.Graphs - 2
• 22.Priority Queues - 1
• 23.Huffman Coding
• 24.Priority Queues - 2
• 25.DP - 1
• 26.Recursion - 3
• 27.Backtracking
• 28.DP - 2
• 29.2048 Game