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Can somebody guide me that how fake news detection can be make more effective by using Deep Learning algorithm ?

  • 1.  Can somebody guide me that how fake news detection can be make more effective by using Deep Learning algorithm ?

    Posted Mon May 24, 2021 01:57 PM
    Im a research scholar doing research fake news detection techniques. Now I wanted to know some latest AI techniques that can be helpful in creating model.

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    Upasana Sharma
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    #AIandDSSkills
    #DataandAILearning
    #AIandDSSkills


  • 2.  RE: Can somebody guide me that how fake news detection can be make more effective by using Deep Learning algorithm ?

    Posted Tue May 25, 2021 02:24 AM
    Hi Upasana ,

    What type of AI techniques are you looking for. You have mentioned "Deep learning algorithm", there isn't one specific step or one specific solution which would work for all the problems. Let me tell you on a high level as you would understand as  you are research scholar .

    There are various data curation techniques and modules available before we even think of a model. Then comes the vectorization part as its a Text data. Similarly there are different methods  for available .

    Again do you want to use a prebuilt model and try a transfer learning for  your classification ?? or Are you planning to build a model from scratch?? .

    Then there are various modelling strategies which you need to think of based on your machine's capacity. What type of training you want to build with GPU or TPU. 

    Still this list goes on. If you can be little specific to what is required , more folks can share  their thoughts.




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    Rajkumar Rajasekaran
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    Original Message


  • 3.  RE: Can somebody guide me that how fake news detection can be make more effective by using Deep Learning algorithm ?

    Posted Tue May 25, 2021 09:04 PM
    Hello sir 
      
     Im just beginner, im trying to learn the things and seeking guidance that how and which algorithm will be more efficient for making model. I have to cover hindi and english language for the classification of data. Which word embedding will be best for doing this task classification. 
    If for lear Iearning purpose, any model you have, so that i can learn how i can build model, then it would be easy for me to design the model.




    Thanks




    Original Message


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