IITBombayX: Foundations of Data Structures
|
Learn the best way to structure and represent data.
About this course
Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. Efficient data structures are key for designing efficient algorithms and obtaining maintainable software design.
In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures.
Topics covered:
Basic Data Types, Notion of an Abstract Data Type
Mathematical Properties of Sequences
Special Types of Sequences: Stacks, Queues, Strings
Implementation of Sequence Type: Arrays and Linked Lists
Trees
Sets and Maps
Graphs
Preliminary understanding of implementing sequence structures such as stacks, queues, and linked lists, will also be covered.
This course is part of the Fundamentals of Computer Science XSeries Program:
Programming Basics
Object-Oriented Programming
Implementation of Data Structures
Algorithms
At a Glance:
Institution: IITBombayX
Subject: Computer Science
Level: Intermediate
Prerequisites:
Knowledge of programming concepts, as covered in ‘Basic Programming’ course is necessary.
Language: English
Video Transcript: English
Associated programs:
XSeries in Fundamentals of Computer Science
Associated skills:Data Structures, Linked Lists, Conceptual Framework, Object-Oriented Programming (OOP), Computer Science, Algorithms
What You’ll Learn:
About this course
Data structures provide a means to manage large amounts of data for use in databases and internet indexing services. Efficient data structures are key for designing efficient algorithms and obtaining maintainable software design.
In this Computer Science course, you will start by learning basic data types, such as numbers, and gradually build a conceptual framework for organizing and managing efficient structures.
Topics covered:
Basic Data Types, Notion of an Abstract Data Type
Mathematical Properties of Sequences
Special Types of Sequences: Stacks, Queues, Strings
Implementation of Sequence Type: Arrays and Linked Lists
Trees
Sets and Maps
Graphs
Preliminary understanding of implementing sequence structures such as stacks, queues, and linked lists, will also be covered.
This course is part of the Fundamentals of Computer Science XSeries Program:
Programming Basics
Object-Oriented Programming
Implementation of Data Structures
Algorithms
User Reviews
Be the first to review “IITBombayX: Foundations of Data Structures”
Related Products
ArmEducationX: Machine Learning at the Edge on Arm: A Practical Introduction
This course will provide you with the hands-on experience you’ll need to create innovative machine learning applications using ubiquitous Arm-based microcontrollers.
DartmouthX, IMTx: C Programming: Language Foundations
Master foundational concepts in the C programming language such as logical statements and arrays.
UCSanDiegoX: Machine Learning Fundamentals
Understand machine learning's role in data-driven modeling, prediction, and decision-making.
There are no reviews yet.