Data Structures and Algorithms

Certification by GRADSKEY

Artificial Intelligence/Machine Learning

Syllabus

65 hours of intractive online class.

 

Module 1 – Introduction to Data Structures & Algorithms

Understand fundamentals of data structures and algorithms

Learn time complexity and space complexity concepts

Analyze algorithm efficiency using Big-O notation

Explore applications of DSA in software development

Module 2 – Arrays & Strings

Perform operations on arrays and strings

Implement searching and traversal techniques

Solve sorting and manipulation problems

 

Optimize array and string algorithms

Module 3 – Linked Lists & Stacks

Understand singly and doubly linked lists

Perform insertion, deletion, and traversal operations

Implement stack data structure using arrays and lists

 

Solve practical stack-based problems

Module 4 – Queues & Recursion

Learn queue and circular queue implementation

Implement priority queue concepts

Understand recursion and recursive problem solving

Analyze recursive algorithm performance

Module 5 – Trees & Binary Search Trees

Understand tree data structures and traversal methods

Implement binary trees and binary search trees

Perform insertion, deletion, and searching operations

Solve hierarchical data representation problems

Module 6 – Graphs & Hashing

Learn graph representation and traversal algorithms

Implement BFS and DFS techniques

Understand hashing and hash table operations

Solve graph-based and mapping problems

Module 7 – Sorting & Searching Algorithms

Implement common sorting algorithms efficiently

Perform linear and binary search operations

Compare algorithm performance and optimization

Solve real-world searching and sorting problems

Module 8 – Advanced Algorithms & Problem Solving

Learn dynamic programming and greedy algorithms

Understand divide-and-conquer techniques

Solve algorithmic coding challenges effectively

Improve logical thinking and optimization skills

Instructor

Corporate Instructors

From Premier Companies.

“Instructors are from Corporate – Software Engineers from premium companies, working on the cutting-edge technologies and Java on a day to day basis..”

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