Accelerated Computer Science Fundamentals Specialization
A comprehensive specialization that equips learners with essential skills in data structures, algorithms, and object-oriented programming using C++.
What will you learn in this Accelerated Computer Science Fundamentals Specialization Course
Object-Oriented Programming in C++: Learn to design and implement programs using C++, encapsulating data structures and algorithms within classes
Data Structures: Understand and implement various data structures, including arrays, linked lists, stacks, queues, trees, heaps, hash tables, and graphs.
Algorithm Analysis: Analyze the running time and space requirements of algorithms to ensure efficiency and scalability.
Problem-Solving Skills: Enhance critical thinking and problem-solving abilities through hands-on projects and coding challenges.
Program Overview
1. Object-Oriented Data Structures in C++
⏳ 21 hours
Set up a C++ development environment.
Implement data structures as C++ classes.
Understand memory management, pointers, and object-oriented principles.
Project: Image processing application.
2. Ordered Data Structures
⏳ 18 hours
Explore linear data structures like arrays, linked lists, stacks, and queues.
Delve into tree structures, including binary trees, AVL trees, and B-trees.
Implement heaps and understand their applications.
Project: Develop and manipulate tree data structures.
3. Unordered Data Structures
⏳ 20 hours
Implement hash tables and understand collision resolution techniques.
Learn about disjoint sets and their applications.
Explore graph representations and traversal algorithms like BFS and DFS.
Project: Graph search and shortest path algorithms.
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Job Outlook
Proficiency in data structures and algorithms is fundamental for roles such as Software Engineer, Systems Analyst, and Data Scientist.
The skills acquired in this specialization are applicable across various industries, including technology, finance, healthcare, and more.
Completing this program can enhance your qualifications for advanced studies, such as a Master’s in Computer Science.
- In-depth coverage of fundamental data structures and algorithms.
- Hands-on projects that reinforce theoretical concepts.
- Taught by experienced faculty from a top-ranked computer science department.
- Flexible schedule suitable for working professionals.
- Requires prior programming experience, preferably in C++.
- Some concepts may be challenging for beginners without a strong mathematical background.
Specification: Accelerated Computer Science Fundamentals Specialization
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