We may earn an affiliate commission when you visit our partners.
Course image
Kyle Stewart-Franz, Abe Feinberg, and Brynn Claypoole

Elevate your programming expertise with our Data Structures Online Course. Discover the techniques to grow your skills and manage data efficiently. Enroll Today

Prerequisite details

Read more

Elevate your programming expertise with our Data Structures Online Course. Discover the techniques to grow your skills and manage data efficiently. Enroll Today

Prerequisite details

To optimize your success in this program, we've created a list of prerequisites and recommendations to help you prepare for the curriculum. Prior to enrolling, you should have the following knowledge:

  • Basic Python
  • Elementary algebra

You will also need to be able to communicate fluently and professionally in written and spoken English.

What's inside

Syllabus

Introduction to the Data Structures course.
Learn about Arrays and Linked Lists
Build Stacks and Queues
Apply Recursion to Problems
Read more
Learn about basic tree's, tree traversal and binary search trees.
Explore the concepts of maps and hashes.
Solve a series of open-ended practice problems. Hone your skills to identify and implement appropriate data structures and corresponding methods that meet given constraints.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Suitable for those coming from a background in math and programming
The course teachers tools and concepts that are highly relevant in industry
Instructors have experience teaching and researching data structures and algorithms
Covers core principles of data structures and algorithms with a focus on practical applications
Students will develop a strong foundation in data structures and algorithms, which can be applied across multiple programming languages and domains

Save this course

Save Data Structures to your list so you can find it easily later:
Save

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Data Structures with these activities:
Study Arrays and Linked Lists
Go through these tutorials to gain a deeper understanding of arrays and linked lists, which are foundational data structures.
Browse courses on Arrays
Show steps
  • Go through the 'Arrays' tutorial series on GeeksforGeeks.
  • Go through the 'Linked Lists' tutorial series on W3Schools.
  • Complete the practice exercises in both tutorials.
Teach Yourself Data Structures and Algorithms in Python
Get a quick understanding of the important algorithms and data structures by revisiting this book in advance of starting the course.
Show steps
  • Review the preface and table of contents.
  • Skim through each chapter.
  • Do a focused review of Chapters 1 and 2.
DSA and Leetcode Practice
Complete these practice problems to refine and test your understanding of the data structures and algorithms discussed in the course.
Browse courses on Data Structures
Show steps
  • Sign up for DSA or Leetcode.
  • Start with beginner problems and gradually increase difficulty.
  • Analyze your solutions and look for improvements.
  • Discuss solutions with peers or online forums.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Learn Tree Traversals and Binary Search Trees
Expand your knowledge of tree data structures by exploring tree traversals and binary search trees.
Browse courses on Binary Search Trees
Show steps
  • Review the concepts of trees and binary search trees.
  • Go through the 'Tree Traversals' tutorial on TutorialsPoint.
  • Go through the 'Binary Search Trees' tutorial on GeeksforGeeks.
  • Complete the practice exercises in both tutorials.
Create a Stack and Queue Implementation
Build your own implementations of stacks and queues to better understand how they work and how to use them.
Browse courses on Stacks
Show steps
  • Review the concepts of stacks and queues.
  • Design your own stack and queue data structures.
  • Implement your stack and queue using your chosen programming language.
  • Test your implementations with various inputs.
Apply Recursion to Problems
Enhance your problem-solving skills by practicing recursion on various challenges.
Browse courses on Recursion
Show steps
  • Review the concept of recursion.
  • Start with simple recursive problems (e.g., factorial, Fibonacci).
  • Attempt more complex recursive problems (e.g., tree traversal, dynamic programming).
  • Analyze the performance and efficiency of your solutions.
Explore Maps and Hashes
Solidify your understanding of maps and hashes through practice and experimentation.
Browse courses on Maps
Show steps
  • Review the concepts of maps and hashes.
  • Implement maps and hashes using your chosen programming language.
  • Test your implementations with various data sets.
  • Analyze the performance and efficiency of your solutions.
Solve Open-Ended Practice Problems
Challenge yourself by solving open-ended practice problems that require you to apply the concepts learned in the course.
Browse courses on Problem Solving
Show steps
  • Identify a collection of open-ended practice problems.
  • Analyze the problems and develop a plan to solve them.
  • Implement your solutions using your chosen programming language.
  • Test your solutions thoroughly and analyze their efficiency.
  • Document your solutions and submit them for review.

Career center

Learners who complete Data Structures will develop knowledge and skills that may be useful to these careers:
Software Engineer
Software Engineers design, develop, test, and maintain software systems. The Data Structures course teaches you how to efficiently manage and organize data, which is a fundamental skill for Software Engineers. This course will help you build a solid foundation in data structures and algorithms, which will make you a more competitive candidate for Software Engineering roles.
Data Analyst
Data Analysts collect, clean, and analyze data to identify trends and patterns. The Data Structures course teaches you how to efficiently store and retrieve data, which is a critical skill for Data Analysts. This course will help you build a strong foundation in data structures and algorithms, which will make you a more effective Data Analyst.
Data Scientist
Data Scientists use data to build models and solve problems. The Data Structures course teaches you how to efficiently manage and organize data, which is a fundamental skill for Data Scientists. This course will help you build a solid foundation in data structures and algorithms, which will make you a more successful Data Scientist.
Database Administrator
Database Administrators design, implement, and maintain databases. The Data Structures course teaches you how to efficiently store and retrieve data, which is a critical skill for Database Administrators. This course will help you build a strong foundation in data structures and algorithms, which will make you a more effective Database Administrator.
Computer Scientist
Computer Scientists research and develop new computer technologies. The Data Structures course teaches you how to efficiently manage and organize data, which is a fundamental skill for Computer Scientists. This course will help you build a solid foundation in data structures and algorithms, which will make you a more successful Computer Scientist.
Software Developer
Software Developers design, develop, and test software applications. The Data Structures course teaches you how to efficiently manage and organize data, which is a fundamental skill for Software Developers. This course will help you build a solid foundation in data structures and algorithms, which will make you a more competitive candidate for Software Developer roles.
Web Developer
Web Developers design, develop, and maintain websites. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Web Developers. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Web Developer.
Business Analyst
Business Analysts analyze business processes and identify opportunities for improvement. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Business Analysts. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Business Analyst.
Project Manager
Project Managers plan, execute, and close projects. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Project Managers. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Project Manager.
Systems Analyst
Systems Analysts design, develop, and implement computer systems. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Systems Analysts. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Systems Analyst.
Technical Writer
Technical Writers create documentation for software and other technical products. The Data Structures course teaches you how to efficiently organize and present information, which is a useful skill for Technical Writers. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Technical Writer.
Quality Assurance Analyst
Quality Assurance Analysts test software to ensure that it meets requirements. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Quality Assurance Analysts. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Quality Assurance Analyst.
IT Support Specialist
IT Support Specialists provide technical support to users. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for IT Support Specialists. This course will help you build a foundation in data structures and algorithms, which will make you a more effective IT Support Specialist.
Network Administrator
Network Administrators design, implement, and maintain computer networks. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Network Administrators. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Network Administrator.
Computer Hardware Engineer
Computer Hardware Engineers design, develop, and test computer hardware. The Data Structures course teaches you how to efficiently manage and organize data, which is a useful skill for Computer Hardware Engineers. This course will help you build a foundation in data structures and algorithms, which will make you a more effective Computer Hardware Engineer.

Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Data Structures.
A classic textbook that provides a comprehensive foundation in algorithms and data structures. It is useful for gaining a deep understanding of the theoretical aspects and mathematical underpinnings.
Provides a comprehensive overview of data structures and algorithms in Python. It is helpful for gaining a deeper understanding of the underlying concepts and implementing them efficiently.
Provides a comprehensive treatment of data structures and algorithm analysis in Java. It is helpful for gaining a deep understanding of the underlying principles and complexities.
Covers a wide range of algorithms, including searching, sorting, graph algorithms, and dynamic programming. It is valuable for understanding the principles and techniques of algorithm design and analysis.
Covers data structures and algorithms in C++. It is valuable for those who want to learn how to implement them in a low-level language.
Focuses on implementing data structures and algorithms in Python with a focus on efficiency and performance. It is valuable for developing a strong understanding of how data structures and algorithms can be optimized.
A collection of clever and efficient algorithms for common programming tasks. It is valuable for those who want to learn more about algorithm optimization and problem-solving techniques.
Specifically tailored for preparing for technical interviews. It provides a collection of frequently asked data structures and algorithms questions and their solutions.

Share

Help others find this course page by sharing it with your friends and followers:

Similar courses

Here are nine courses similar to Data Structures.
Python Data Structures & Algorithms: Ace Coding Interviews
Python Power Up: Coding Foundations for Data Wizards
Programming with R
Algorithms and Data Structures - Part 2
Working with Data Types in R
R Programming Basics for Data Science
Data Structures & Algorithms Using C++
Data Structures & Algorithms I: ArrayLists, LinkedLists,...
Introduction to Java Programming: Fundamental Data...
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2024 OpenCourser