Algorithms and Data Structures

    Course Code: 
    8162
    Semester: 
    4th
    Compulsory Courses
    Professor: 

    LOURIDAS PANAGIOTIS

    Course Description

    Course Description 

    • Introduction to algorithms
    • Complexity
    • Data structures (stacks, queues, priority queues, lists, trees, heaps, hash tables, graphs)
    • Shortest paths
    • Compression
    • Cryptography (symmetric, public key)
    • Task scheduling
    • PageRank
    • Strongest paths
    • Searching
    • Sorting
    • Information
    • Entropy
    • Introduction to Machine Learning, Classification, Decision Trees
    • Randomized Algorithms
    • String matching
    • Python Programming