Data Analytics course for freshers by 3RI Technologies Pvt Ltd

Course Contents

1. Concepts of Data Structure
Definition
Need of Data Structure
Types of Data Structures
Efficiency of an algorithm
Classification of Data Structure
2. Arrays
Introduction
Linear Arrays
Operations on Arrays
Multidimensional Arrays
Representation of two-dimensional arrays
Advantages and Disadvantages of Arrays
3. Lists
Introduction
Types of Linked Lists
Single Linked List and Operations on it
Double Linked List and Operations on it
Circular Linked List and Operations on it
Advantages and Disadvantages of Linked Lists
Linked Lists Vs. Arrays
4. Stack
Introduction
Applications of Stacks
Operations on Stacks
Array Representation of Stacks
Linked Representation of Stacks
Polish Notations
5. Queue
Introduction
Applications of Queues
Operations on Queues
Array Representation of Queues
Linked Representation of Queues
Circular Queues
Dequeues
Priority Queues

6. Trees
Introduction
Trees terminology
Types of trees
Binary Trees
Representation of Binary trees
Tree Traversal
Binary search Trees
Heap
AVL trees
7. Graphs
Introduction
Graph Terminology
Types of Graphs
Sequential Representation of Graphs
Linked Representation of Graphs
Graph Traversal
8. Sorting & Searching Techniques
Insertion Sort
Merge Sort
Quick Sort
Radix Sort
Heap Sort
Selection Sort
Bubble Sort
Linear Search
Binary Search
Hashing
Hash Functions
Collision resolution
9. File Structures
Physical Storage Media File Organization
Organization of records into Blocks
Sequential Files
Indexing