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    Advanced Algorithms in Java

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    Advanced Algorithms in Java - Online Course Download
    Advanced Algorithms in Java - Online Course Download
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    free online course free udemy paid course freecourse freecoursesite IT & Software Java Algorithms Other udemy course download udemy courses free download

    What you'll learn :

    Learn about the applications of data structures
    Implement advanced algorithms efficiently
    Able to move towards advanced topics such as machine learning or big data analysis
    Get a good grasp of algorithmic thinking
    Get to know graph algorithms: BFS, DFS, shortest paths and spanning trees

     

    Requirements :

    Core Java
    Eclipse IDE
    Internet connection
    Basic knowledge of data structures
     

    Description :

    This course is about advanced algorithms focusing on graph traversal, shortest path problems, spanning trees and maximum flow problems and a lots of its applications from Google Web Crawler to taking advantage of stock market arbitrage situations. 

    Section 1:

    the basic graph traversal algorithm

    breadth-first search algorithm

    depth-first search algorithm

    Section 2:

    shortest path algorithms

    Dijkstra’s algorithm

    Bellman-Ford algorithm

    Section 3:

    what are spanning trees

    union find data structures

    Kruskal’s algorithm

    Prim’s algorithm

    Section 4:

    what are strongly connected components

    Kosaraju algorithm

    Tarjan algorithm

    Section 5:

    the famous maximum flow problem

    how to reduce most of the hard problems to maximum flow problem

    Ford-Fulkerson algorithm

    bipartite matching problem

    Section 4:

    travelling salesman problem (TSP)

    how to deal with NP-hard problems

    using meta-heuristics: tabu search and simulated annealing

    The course is going to take approximately 10 hours to completely but I highly suggest you typing these algorithms out several times in order to get a good grasp of it. You can download the source code of the whole course at the last lecture. 

    You should definitely take this course if you are interested in advanced topics concerning algorithms. There are a bunch of fields where these methods can be used: from software engineering to scientific research.

    Thanks for joining the course, let’s get started!

    Who this course is for :

    This course is meant for everyone from scientists to software developers who want to get closer to algorithmic thinking in the main

    Course Size Details :

    11 hours on-demand video
    5 articles
    1 downloadable resource
    Full lifetime access
    Access on mobile and TV
    Certificate of completion

    View Demo

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