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Data Structures
Kyle Stewart-Franz,
Abe Feinberg,
and
Brynn Claypoole
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
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.
Register for this course and see more details by visiting:
OpenCourser.com/course/qxx7vj/data
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
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
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
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We're preparing activities for
Data Structures.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Data Structures will develop knowledge and skills
that may be useful to these careers:
Software Engineer
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 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 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 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 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 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 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 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 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 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 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 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 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 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 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.
For more career information including salaries, visit:
OpenCourser.com/course/qxx7vj/data
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.
A comprehensive guide to algorithm design and analysis. It is useful for those who want to delve deeper into the theoretical foundations and advanced techniques.
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.
A practical guide that focuses on implementing data structures and algorithms in Python. It is helpful for building a strong foundation and developing practical skills.
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.
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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.
A popular resource for preparing for technical interviews. It includes a wide range of data structures and algorithms problems and their solutions.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/qxx7vj/data
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Effort
4 weeks
Level
Intermediate
Via
Udacity
Instructors
Kyle Stewart-Franz
Abe Feinberg
Brynn Claypoole
Language
English
Good to know
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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