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InterviewPrepTopics.txt
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Object Oriented Programming:
Classes and Objects
Inheritance and Polymorphism : Overloading and Overriding
Abstraction and Encapsulation
Access Modifiers
Friend and Virtual functions in C++
static, final, this and super keywords and Interfaces in Java
Analysis of Algorithms:
Growth of functions
Asymptotic Notations Omega, Theta,
Recursion Tree Method
Space Complexity
Arrays:
Insertion, Deletion, Updation, Shifting
Reversal, Sort Check, Maximum, Minimum
Hashing:
Introduction to Hashing
Collision Handling
Chaining Vs Open Addressing
String:
Creation, Updation
Reverse, Pangram, Case conversion
Validation, Length
Searching:
Linear Search
Binary Search (Iterative and Recursive)
Sorting:
Bubble Sort
Selection Sort
Insertion Sort
Quick Sort
Different Partition Schemes in QuickSort
Merge Sort
Counting Sort
Radix Sort
Linked List:
Drawback of Arrays
Introduction to Linked List and Implementation
Traversal, Insertion and Deletion
Reversal
Finding Middle
Circular Linked List:
Traversal, Insertion and Deletion
Doubly Linked List:
Traversal, Insertion and Deletion
Reversal
Circular Doubly Linked List
Stack:
Implement using array
Implementation using Linked List
Operations
Infix to postfix
Evaluation of postfix
Queue:
Implementation using array
Implementation using Linked List
Implementation using stack
Dequeue:
Implementations using Array
Implementation using Linked List
Insertion, Deletion, Updation, Reversal
Rotation
Tree:
Implementation
Traversals: preorder, postorder, inorder, level order
Height
BST:
Implementation
Search
Insertion
Deletion
Heap:
Implementation
Operations
Heap Sort
Graph:
Representation: list and matrix
DFS and BFS
Cycle Detection: Directed and Undirected
Topological Sort
Mathematics
Recursion
Arrays:
Kadane’s Algorithm
Shuffling Algorithms
Sliding Window
Video Solutions for some standard and complex problems
More Problems for Practice.
Matrix:
Search, Transpose and Rotate
Video Solutions for some standard and complex problems
More Problems for Practice.
Searching:
Two Pointer Approach
Video Solutions for some standard and complex problems
More Problems for Practice.
Sorting:
Union And Intersection of Sorted Arrays
Tail Call elimination Quick Sort
Cycle Sort
Video Solutions for some standard and complex problems
More Problems for Practice.
Hashing:
Double Hashing
Video Solutions for some standard and complex problems
More Problems for Practice.
Strings:
Pattern Matching Algorithms:
Rabin Karp Algorithm
KMP Algorithm
Video Solutions for some standard and complex problems
More Problems for Practice.
Linked List:
Doubly Linked List
Circular Linked List
Loop in Linked List (Detection and Removal)
LRU Cache Design
Video Solutions for some standard and complex problems
More Problems for Practice.
Stack:
Next Greater Element
Implementing Two Stacks in Single Array
Implementing K stacks in Single Array
Stack with getMin() operation in O(1) time.
Video Solutions for some standard and complex problems
More Problems for Practice.
Queue:
Video Solutions for some standard and complex problems
More Problems for Practice.
Tree:
Printing Left, Right, Top and Bottom Views
Binary Tree to Doubly Linked List
Binary Tree from Inorder and Postorder Traversal
Diameter
LCA
Video Solutions for some standard and complex problems
More Problems for Practice.
Binary Search Tree:
Self Balancing BST
AVL Tree (Introduction and applications)
Red-Black Tree (Introduction and applications)
Video Solutions for some standard and complex problems
More Problems for Practice.
Heap:
Video Solutions for some standard and complex problems
More Problems for Practice.
Graph:
Shortest Path Problems
Prims Algorithm
Dijkstra’s Algorithm
Bellman Ford Algorithm
Kosaraju’s Algorithm
Articulation Point
Bridges in Graph
Tarjan’s Algorithm
Video Solutions for some standard and complex problems
More Problems for Practice.
Greedy Algorithm:
Introduction
Activity Selection Problem
Fractional Knapsack
Job Sequencing Problem
Video Solutions for some standard and complex problems
More Problems for Practice.
BackTracking:
Concept of Backtracking
Problems: Rat In Maze, N Queen, Sudoku
More Problems for Practice.
Dynamic Programming:
Introduction
Memoization
Tabulation
Video Solutions for some standard and complex problems
More Problems for Practice.
Trie:
Introduction
Insert, Search, Delete
Video Solutions for some standard and complex problems
More Problems for Practice.
Segment Tree:
Introduction
Construction
Range and Update Query
More Problems for Practice.
Disjoint-Set
Introduction
Union-Find
Union By Rank
Path Compression
Kruskal’s Algorithm
More Problems for Practice.
Object oriented Analysis and Design Concepts
Introduction to Object and Classes.
Software Development Process.
UML and its importance.
Class Diagrams & Object Diagrams
Use-case Diagrams
Object-oriented Analysis and Design Case Studies: Complete step by step design and analysis of below case studies.
BookMyShow : Movie ticket booking application.
MyFlipCart : Complete e-commerce application.
ParkingLot : Automated Solution for Parking-Lots.
BlackJack : Most popular card game in casinos.
Operating System
Operating System and its Types
Multiprogramming, Multiprocessing, Multithreading
Process Management and Scheduling
Process Synchronization.
Deadlock
Memory Management
Virtual Memory
Database Management System
Introduction to DBMS
Architectures
ER Model
Relational Model
Keys in Relational Model
Database Normalization
Normal Forms
Concurrency Control
Indexing in Database
B+ Tree Introduction
SQL
Computer Networks:
Introduction to Computer Networks
TCP/IP vs OSI Model
Circuit Switching vs Packet Switching
Flow Control Protocols
IP and Classful Addressing
Classless Addressing
Routing Protocols
ARP & DHCP
Transport Layer
TCP & UDP
Application Layer