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Application of ML and AI to the Supply Chain domain | Project Ideas/Courses

  • 1.  Application of ML and AI to the Supply Chain domain | Project Ideas/Courses

    Posted Tue February 23, 2021 12:29 PM
    Hello,

    I am interested in applying machine learning to the supply chain domain. I'm looking for online hands-on courses and project ideas that will let me gain experience in this area, so that I can end up with couple of portfolio projects that will show my skills to my future employers. I've a background in data engineering and did couple of machine learning and statistical analysis projects, but I want to specialize in the supply chain domain. 

    I'm looking for a recommendation that will include:
    Problem -> Dataset -> technique/method I can use to solve this problem.  I can learn the method by myself if necessary, but it would be best if there is a blog/course I can use, too.

    I would appreciate any advice,
    Best regards,
    Mars

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    Mars Gokturk
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  • 2.  RE: Application of ML and AI to the Supply Chain domain | Project Ideas/Courses

    Posted Tue February 23, 2021 12:32 PM
    Mars,

    Great question! I recommend also asking it in our Supply Chain Community.

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    Isaiah Brown
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  • 3.  RE: Application of ML and AI to the Supply Chain domain | Project Ideas/Courses

    Posted Mon March 08, 2021 03:43 AM
    Hi

    let me share some examples with Decision Optimization:


    And a very good book about strategic network design

    Not to forget easy examples in OPL CPLEX:



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    [Alex] [Fleischer]
    [EMEA CPLEX Optimization Technical Sales]
    [IBM]
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