applying AI to root cause analysis

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  • applying AI to root cause analysis

     basil.han updated 12 months ago 3 Members · 4 Posts
  • lonewolfbsp

    September 28, 2021 at 2:11 am

    My business unit asked about whether it’s possible to use AI to do root cause analysis.. I looked through some videos, basically, what they are hoping to achieve is something like this:

    I’m looking to do this thing within Singapore as it’s used by a govt board.. so I would like to seek expert advice here, is it possible? how much work is involved? I can do SK learn, pytorch and tensorflow 2/keras.. but frankly.. don’t think this would require deep learning though.. can the experts advice me?

  • laurenceliew

    September 29, 2021 at 1:09 pm

    @lonewolfbsp if you want root cause – you need to understand which features is providing the highest impact/effect, and then you can rank the features by order of importance.

    So stick to trees, regression etc – something which you can easily explain.

    You can submit a 100E for AISG consideration and if we can assist.

    • lonewolfbsp

      September 29, 2021 at 4:30 pm

      hmm.. I don’t know what you meant by submitting 100E to AISG.. by posting here am I not already doing that? kindly advice on steps to submit

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