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Data Structures

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

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.

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What's inside

Syllabus

Introduction to the Data Structures course.

Learn about Arrays and Linked Lists

Build Stacks and Queues

Apply Recursion to Problems

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

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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

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Go through these tutorials to gain a deeper understanding of arrays and linked lists, which are foundational data structures.

Browse courses on Arrays

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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

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Get a quick understanding of the important algorithms and data structures by revisiting this book in advance of starting the course.

View Data Structures and Algorithms in Java 6th... on Amazon

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Review the preface and table of contents.
Skim through each chapter.
Do a focused review of Chapters 1 and 2.

DSA and Leetcode Practice

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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

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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

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Learn Tree Traversals and Binary Search Trees

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Expand your knowledge of tree data structures by exploring tree traversals and binary search trees.

Browse courses on Binary Search Trees

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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

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Build your own implementations of stacks and queues to better understand how they work and how to use them.

Browse courses on Stacks

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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

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Enhance your problem-solving skills by practicing recursion on various challenges.

Browse courses on Recursion

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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

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Solidify your understanding of maps and hashes through practice and experimentation.

Browse courses on Maps

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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

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Challenge yourself by solving open-ended practice problems that require you to apply the concepts learned in the course.

Browse courses on Problem Solving

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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.

See salaries and explore the career path for Software Engineer

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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for Software Developer

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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

Introduction to Algorithms, fourth edition

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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.

Data Structures

Prerequisite details

Here's a deal for you

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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