CS 363: Syllabus Overview – Colby Computer Science
Course Title:
CS 363: Data Structures and Algorithms
Instructor:[Instructor’s Name]
Semester:[Semester Name]
Department:Colby College – Computer S英国写论文cience Department
Course Description
CS 363: Data Structures and Algorithms is a critical course in Colby College’s Computer Science program, aimed at building upon the foundational knowledge of computer programming and data structures. This course dives into the theoretical aspects of algorithms, foc英国写论文using on their design, analysis, and optimization. Students will also learn about advanced data structures and how to use them efficiently in solving computational problems.
Throughout the semester, we’ll explore the principles behind different algorithmic paradigms, such as:
Divide and Conquer:Splitt英国写论文ing problems into smaller sub-problems, solving them independently, and then combining the results.Dynamic Programming: Breaking problems into overlapping sub-problems, solving each once, and storing the results for reuse. Greedy Algorithms:Making the most optimal choice at each step with the hope of 英国写论文finding a global optimum.Graph Algorithms: Understanding graph traversal, shortest path, and connectivity issues in various applications.Prerequisites
Students enrolling in this course should have completed CS 251: Data Structures and CS 231: Discrete Mathematics or equivalent coursework. It is also e英国写论文xpected that students are proficient in at least one programming language (such as Python, Java, or C++) and possess a solid understanding of fundamental data structures like arrays, linked lists, trees, and hash tables.
Course Objectives
By the end of this course, students will:
Gain an in-depth under英国写论文standing of advanced data structures (e.g., AVL trees, B-trees, and heaps). Develop proficiency in analyzing and optimizing algorithms using Big-O notation. Learn how to select and implement appropriate algorithms to solve specific computational problems. Understand algorithm英国写论文ic complexity and the trade-offs between time and space efficiency. Work on practical assignments to apply the learned algorithms to real-world problems.Textbook and Resources
The required textbook for this course is:
“Introduction to Algorithms” by Cormen, Leiserson, Rivest, and Stein.Supplem英国写论文entary materials will be made available via Colby’s course portal, including lecture slides, coding assignments, and additional reading from academic papers and other reference books.
Grading Policy
The final grade will be composed of:
Homework Assignments (30%):Weekly problem sets involving algorithm 英国写论文design and implementation. Assignments will also include exercises on data structure manipulation.Midterm Exam (20%): A closed-book exam testing theoretical knowledge of algorithms and data structures. Final Exam (30%): A comprehensive exam that covers all topics discussed during the semester. Projects 英国写论文(20%): Students will be required to complete two coding projects, where they implement and analyze algorithms in real-world scenarios, such as sorting large datasets or solving optimization problems using graph algorithms.Course Schedule
The course is structured into weekly modules, each focusing on d英国写论文ifferent algorithmic techniques and data structures. Below is a tentative schedule:
| Week | Topic | Readings/Assignments| |———-|———————————|————————–| | 1 | Course Introduction, Recap of Basic Data Structures | Chapter 1-3, HW 1 | 英国写论文 | 2 | Divide and Conquer Algorithms | Chapter 4, HW 2 | | 3 | Dynamic Programming | Chapter 6, HW 3 | | 4 | Greedy Algorithms | Chapter 8, HW 4 | | 5 | Graph Theory and Algorithms | Chapter 10, Midterm Exam | | 6 | Advanced Sorting Techniques | 英国写论文Chapter 12, HW 5 | | 7 | Hashing and Balanced Trees | Chapter 14, Project 1 | | 8 | NP-Completeness and Optimization Problems | Chapter 15, HW 6 |
Office Hours and Support
Instructor office hours will be held [specific days and times], allowing students to ask questions or seek英国写论文 additional help with the course material. TAs will also be available for weekly lab sessions to assist with programming assignments.
Academic Integrity
As a Colby College student, you are expected to uphold the institution’s academic integrity policies. All submitted work must be your own, and collab英国写论文oration is only allowed when explicitly mentioned. Any form of plagiarism or academic dishonesty will result in disciplinary action.
This syllabus provides an overview of the CS 363 course structure and expectations. Regular attendance, participation, and dedication to assignments will be key to succ英国写论文eeding in this class. Prepare to engage deeply with the material, as mastering data structures and algorithms is essential to becoming a proficient computer scientist!
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