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Advanced Programming Algorithms

This exclusive advanced algorithm course, recommended for those who have completed C++ training, equips students to confidently tackle Senior-level problems in the CCC (Canadian Computing Contest) using C++.

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Course Detail

CS200 is an advanced course that explores complex computing algorithms and advanced C++ programming techniques. This course is designed for students who have completed basic programming and C++ courses. Successful completion of this course will equip students with the skills and knowledge necessary to challenge the Canadian Computing Contest (Senior Level) and tackle more advanced programming challenges.

Course Features

  • In-Depth Algorithm Exploration
  • Advanced C++ Proficiency
  • Contest-Style Problem Solving

Oliver Feng

Instructor in Computer Science

Meet Oliver, a seasoned computer science instructor with a profound passion for teaching and extensive professional experience. Oliver combines a deep knowledge of programming with a commitment to nurturing students’ growth, making every class an inspiring journey into the world of computer science.

  • Live Class Sessions With Hands On Coding
  • Full Lifetime Access
  • Access on Mobile and TV
  • Certificate of Completion

Course Content

  • Algorithmic complexity analysis (Big O notation)
  • Common algorithm design techniques (greedy, divide and conquer, dynamic programming)
  • Practical applications of algorithm analysis
  • Advanced data structures like heaps, trees, and graphs
  • Implementing and manipulating complex data structures in C++
  • Graph algorithms (e.g., breadth-first search, depth-first search)
  • Understanding dynamic programming principles
  • Solving optimization problems with dynamic programming
  • Implementing dynamic programming solutions in C++
  • Advanced sorting algorithms (e.g., quicksort, mergesort)
  • Advanced searching algorithms (e.g., binary search, hash tables)
  • Algorithmic trade-offs and selection of appropriate algorithms
  • Divide and conquer algorithms
  • Greedy algorithms and their applications
  • Backtracking and problem-solving techniques
  • Advanced C++ concepts like templates and lambda expressions
  • Exception handling and RAII (Resource Acquisition Is Initialization) principles
  • Smart pointers and resource management
  • Solving contest-style problems similar to the Canadian Computing Contest (Senior Level)
  • Analyzing and optimizing code for efficiency
  • Strategies for tackling challenging algorithmic problems
  • Students work on a significant C++ programming project that incorporates advanced algorithms.
  • Preparation for the Canadian Computing Contest (Senior Level), including a practice contest.
  • Weekly programming assignments and problem sets: 40%
  • Midterm exam: 20%
  • Final project and presentation: 20%
  • Contest-style problem-solving assessment: 20%

“Introduction to Algorithms” by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein

  • Online coding platforms and contest-style problems
  • Canadian Computing Contest (Senior Level) practice materials
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