10 Online Courses for All Levels to Learn Data Structures
In this article, you can find Data Structures online courses for all levels.
Data structures serve as the basis for abstract data types (ADT). The ADT defines the logical form of the data type. The data structure implements the physical form of the data type.
Different types of data structures are suited to different kinds of applications, and some are highly specialized to specific tasks. For example, relational databases commonly use B-tree indexes for data retrieval, while compiler implementations usually use hash tables to look up identifiers.
Data structures provide a means to manage large amounts of data efficiently for uses such as large databases and internet indexing services. Usually, efficient data structures are key to designing efficient algorithms. Some formal design methods and programming languages emphasize data structures, rather than algorithms, as the key organizing factor in software design. Data structures can be used to organize the storage and retrieval of information stored in both main memory and secondary memory.
Below we recommend the following 10 courses for you for all languages. Our courses will help you gain the knowledge needed to master data structures!
Data Structures & Algorithms – JavaScript
via Udemy
This course is different. After each line of code, an animation of the data structure or algorithm is updated to show exactly what that line of code did. The animations provide some huge advantages to students. That means that you can actually learn more material in less time and have higher retention of the material.I spent over a year to create this course with the goal that an absolute beginner can take it and understand all of the concepts the first time through. I invite you to watch a few of the videos in this course to see what I mean. The difference will be noticeable right away!
★★★★★(5-star rating)
Data Structures and Algorithms in Swift
via Udemy
Data structures and algorithms are the building blocks of programming. Algorithms and data structures are taught in universities and are often asked during a programming job interview. This course is dedicated to teach you the concepts behind the most common data structures and algorithms, implemented in Swift language. I have designed this course specifically for you! Each section is accompanied with exercise files and explain the concept in detail
★★★★★(5-star rating)
Mastering Data Structures & Algorithms using C and C++
via Udemy
You may be new to Data Structure or you have already Studied and Implemented Data Structures but still you feel you need to learn more about Data Structure in detail so that it helps you solve challenging problems and used Data Structure efficiently. This 53 hours of course covers each topic in greater details, every topic is covered on Whiteboard which will improve your Problem Solving and Analytical Skills. Every Data Structure is discussed, analysed and implemented with a Practical line–by–line coding.
★★★★★(5-star rating)
Master Data Structures for Optimal Solutions in Python
via Udemy
Most courses on Data Structures focus too much on only mastering the structures itself. Standard courses move too fast forward to complex Data Structures. The normal courses do not explain use–cases and actually show how you benefit from mastering data structures. This course will focus on mastering the most important and used Data Structures. It will also show you how these Data Structures can be used to solve some of the most advanced programming challenges. Further, it will show you how wrong use of Data Structures are killing the performance of your program.
★★★★★(5-star rating)
Data Structures in Java – Part I (+INTERVIEW QUESTIONS)
Holczer Balazs via Udemy
This course is about data structures and algorithms. We are going to implement the problems in Java. The course takes approximately 14 hours to complete. It is highly recommended to type out these data structures several times on your own in order to get a good grasp of it. In each chapter you will learn about the theoretical background of each algorithm or data structure, then we are going to write the code on a step by step basis in Eclipse, Java.
★★★★★(5-star rating)
Data Structures: An Active Learning Approach (FREE)
Niema Moshiri via Udemy
This interactive text used in this course was written with the intention of teaching Computer Science students about various data structures as well as the applications in which each data structure would be appropriate to use. It is currently being taught at the University of California, San Diego (UCSD), the University of San Diego (USD), and the University of Puerto Rico (UPR). This coursework utilizes the Active Learning approach to instruction, meaning it has various activities embedded throughout to help stimulate your learning and improve your understanding of the materials we will cover.
★★★★★(5-star rating)
Data Structures in JavaScript: Master The Fundamentals
Eduonix Learning Solutions via Udemy
If you want to be a good programmer or want to build good software, then the knowledge of data structures and their role in software development becomes essential. Data Structure is basically a process for collecting and organizing the data in the best way possible for performing operations efficiently. They form the fundamentals of computer science. With a good understanding of data structure, we master the way of organizing and storing data for a specific purpose. This course is aimed for helping you understand the core concepts behind these data structures and how they are used to build algorithms that solve business problems.
★★★★★(5-star rating)
Tree Data Structure and Algorithms
Sweet Codey via Udemy
Are you looking for a zero to hero course on Tree Data Structure and Algorithms? Do you want to master the topic which is most frequently asked in any coding interview? Are you a passionate problem solver/algorithm enthusiast/theoretical computer scientist who is looking to scale up his problem solving skills? Have you been using trees but still not able to understand it perfectly and thoroughly or are you looking for a course that helps you feel and visualize the tree data structure/algorithms? Are you looking forward to train your mind on how to think instead of cramming algorithms?
★★★★★(5-star rating)
Python Data Structures (FREE)
Charles Russell Severance via Coursera
This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built–in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis. . This course covers Python 3. The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
★★★★★(5-star rating)
Data Structures + Algorithms: The Complete Masterclass
Vinoth Parthasarathy via Udemy
Congratulations! You’ve found the most popular, most complete, and most up–to–date resource online for learning Data structures and Algorithms. Are you interested in the field of Data structures? Are you interested to play around complex Algorithms? Then this course is for you! You need to understand algorithms and data structures because I’ve seen code written by people who didn’t understand Data structures and algorithms; and trust me, you don’t want to be that guy. The entire course is based around a single goal: Turning you into a professional programmer & capable of writing code as a professional.
★★★★★(5-star rating)
