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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 Details:
Duration: 4 weeks
Difficulty Level: Advanced
Language: English
Prerequisites: Data Structures & Algorithms III
Upon completion of this course, learners will have gained in-depth knowledge and skills in designing and implementing complex data structures, developing efficient algorithms, and applying data structures and algorithms to solve problems in computer science and other fields.
Course Objectives:
Upon completing this course, learners will be able to:
- Design and implement complex data structures such as graphs and trees.
- Develop efficient algorithms for solving real-world problems.
- Apply data structures and algorithms to solve problems in computer science and other fields.
- Analyze and optimize the performance of algorithms and data structures.
- Integrate data structures and algorithms into software systems.
- Communicate complex technical ideas effectively to both technical and non-technical audiences.
Course Syllabus:
Week 1: Graphs
Week 2: Trees
Week 3: Advanced Algorithms
Week 4: Case Studies and Projects
The course will cover a range of topics, including:
- Graph algorithms and data structures.
- Tree data structures and algorithms.
- Advanced algorithms for solving complex problems.
- Case studies and projects that demonstrate the application of data structures and algorithms in real-world scenarios.
Assessment:
The course will be assessed through a combination of:
- Quizzes and assignments that test learners’ understanding of data structures and algorithms.
- Project-based assessments that evaluate learners’ ability to design and implement complex data structures and algorithms.
- A final exam that assesses learners’ knowledge and skills in data structures and algorithms.
- Peer review and feedback that encourages learners to reflect on their learning and improve their skills.
Target Audience:
This course is designed for:
- Software engineers who want to improve their skills in data structures and algorithms.
- Computer science students who want to gain in-depth knowledge of data structures and algorithms.
- Researchers and academics who want to stay up-to-date with the latest developments in data structures and algorithms.
- Anyone who wants to learn about data structures and algorithms and how to apply them in real-world scenarios.
Course Format:
The course will be delivered through a combination of:
- Video lectures that cover the course material.
- Interactive coding exercises that allow learners to practice their skills.
- Discussion forums that encourage learners to engage with each other and with the instructors.
- Quizzes and assignments that test learners’ understanding of the material.
- Project-based assessments that evaluate learners’ ability to design and implement complex data structures and algorithms.
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