Data Structures and Algorithms



Data Structure and Algorithms – Bootcamp

Cohort 2024

Course Summary

The Online Data Structures and Algorithms Bootcamp is an intensive and practical program designed to equip participants with the essential skills and knowledge needed to excel in software development, data analysis, and other technical fields.

Data structures and algorithms form the backbone of computer science, enabling efficient data organisation, manipulation, and problem-solving.

This Bootcamp provides a comprehensive exploration of these fundamental concepts, focusing on both theoretical understanding and practical application.

Throughout the Bootcamp, participants will delve into a variety of data structures such as arrays, linked lists, stacks, queues, trees, graphs, and hash tables.

They will also study algorithm design techniques, including searching, sorting, recursion, dynamic programming, and graph algorithms.

Through hands-on coding exercises, participants will implement data structures and algorithms in programming languages such as Python, Java, or C#.

Key Learning Objectives

Understanding the fundamentals of data structures, including their characteristics, operations, and applications.

Exploring various types of data structures, such as arrays, linked lists, stacks, queues, trees, graphs, and hash tables.

Learning algorithm design techniques, including brute force, divide and conquer greedy algorithms, and dynamic programming.

Gaining proficiency in algorithm analysis, including time complexity, space complexity, and asymptotic notation (Big O notation).

Implementing common algorithms for searching, sorting, and graph traversal.

Understanding recursion and its application in algorithm design.

Exploring advanced topics such as algorithmic paradigms, approximation algorithms, and randomised algorithms.

Applying data structures and algorithms to solve real-world programming problems and challenges.

Whether you’re a beginner in programming or a seasoned developer looking to enhance your skills, this online Bootcamp provides a comprehensive and practical pathway to mastering data structures and algorithms.


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