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Algorithms and Data Structures - Part 2

Course Summary

In this course we will look at some advanced data structures and algorithms used in everyday applications. We will discuss the trade-offs involved with choosing each data structure and algorithm and see some real world usage examples. This is part 2 of a


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    Course Syllabus

    ● Sorting Algorithms
        ◦ Introduction
        ◦ Sorting Overview
        ◦ Bubble Sort
        ◦ Insertion Sort
        ◦ Selection Sort
        ◦ Merge Sort
        ◦ Quick Sort
        ◦ Sorting Demo Overview
        ◦ Sorting Demo
        ◦ Summary
    ● Set Collection and Algorithms
        ◦ Introduction
        ◦ Set Overview
        ◦ The Set Class
        ◦ Union
        ◦ Intersection
        ◦ Set Difference
        ◦ Symmetric Difference
        ◦ Sample Application
        ◦ Other Implementations
        ◦ Summary
    ● AVL Tree
        ◦ Introduction
        ◦ Binary and AVL Trees
        ◦ Unbalanced Trees
        ◦ Balanced Trees
        ◦ Balanced Insertion
        ◦ Balanced Deletion
        ◦ AVL Tree Class Overview
        ◦ AVL Tree Properties
        ◦ Node Rotation Introduction
        ◦ Which Rotation Algorithm?
        ◦ Rotation Algorithms
        ◦ Summary
    ● String Searching Algorithms
        ◦ Introduction
        ◦ API Overview
        ◦ Naive Search
        ◦ Naive Search Performance
        ◦ Boyer-Moore-Horspool Search
        ◦ Boyer-Moore-Horspool Example
        ◦ Boyer-Moore-Horspool Code
        ◦ Boyer-Moore-Horspool Performance
        ◦ Summary
    ● Collection Concurrency
        ◦ Introduction
        ◦ Multi-Threaded Overview
        ◦ Caller Synchronization
        ◦ Monitor Synchronization
        ◦ Reader Writer Lock Synchronization
        ◦ .NET Framework Concurrent Collections
        ◦ Summary
     


Course Fee:
USD 29

Course Type:

Self-Study

Course Status:

Active

Workload:

1 - 4 hours / week

This course is listed under Development & Implementations and Data & Information Management Community

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Awards & Accolades for MyTechLogy
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