Organization: edX Partner
Location: Online
Enroll in free online course ‘Data Structures & Algorithms IV’ provided by edX Partner on edX. Gain credentials and skills at your own pace.
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Course Description: This course is a comprehensive exploration of data structures and algorithms, covering advanced topics in computer science. Students will gain a deep understanding of complex data structures, such as heaps, tries, and graphs, and learn to design and analyze algorithms for solving computational problems.
Course Objectives: By the end of this course, students will be able to:
- Analyze the time and space complexity of algorithms and data structures.
- Design and implement efficient algorithms for solving complex problems.
- Apply advanced data structures, such as heaps and tries, to solve real-world problems.
- Understand the principles of graph theory and apply them to solve complex problems.
- Develop a deep understanding of the trade-offs between time and space complexity.
- Design and implement algorithms for solving problems involving large datasets.
- Understand the importance of data structures in modern software systems.
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Course Outline: The course will cover the following topics:
- Advanced data structures, including heaps, tries, and graphs.
- Algorithms for solving complex problems, including sorting, searching, and graph traversal.
- Design and analysis of algorithms, including time and space complexity.
- Applications of data structures and algorithms in real-world problems.
Assessment: Students will be assessed through a combination of quizzes, assignments, and a final project. The quizzes will test students’ understanding of the course material, while the assignments will evaluate their ability to apply the concepts to real-world problems. The final project will require students to design and implement an algorithm for a complex problem.
Prerequisites: Students should have a solid understanding of data structures and algorithms, as well as programming skills in a language such as Java, Python, or C++. The course will also cover the basics of computer science, including data types, variables, and control structures.
Target Audience: This course is designed for students who want to gain a deep understanding of data structures and algorithms, and who want to develop the skills to design and implement efficient algorithms for solving complex problems. The course is suitable for students who have a background in computer science or a related field, as well as professionals who want to improve their skills in data structures and algorithms.
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