Transfer Learning (C3W2L07)


9 Comments

  1. Raul Maldonado

    March 31, 2018 at 8:18 pm

    is this video part of a bigger course?

  2. md asadullah turja

    June 14, 2018 at 7:52 pm

    Great explanation !!

  3. Buckler Co

    November 27, 2018 at 2:30 pm

    Video is done at 1:25 Lol!! he explained it so simply.

  4. Roger AB

    March 12, 2019 at 7:46 pm

    Transfer learning is the key to AGI, once a Neural Network learns the patterns of logical relationships and it is able to transfer that learning and apply it to new problems an AI will be able to draw intelligent conclusions. All that is needed is an AI that picks patterns in logical problems and learns from it's conclusions, once it has learned it needs to pick similarities between new problems and the old already solved ones to transfer it's neural pathways but also COMBINE them to deduct new conclusions( combine them taking into consideration the problem that is being aimed to solve ), conclusions which will be useful to solve new problems and so on… ( The key concept here is to find a way to 'COMBINE' trained neural nets to build newer, smarter and more general ones, an AI should be trained to learn to combine specific neural nets to solve new problems related to the ones already solved, then use that AI that combines pathways to assist in the combination of neural nets for different problems, combining not only neural nets themselves but the neural nets that were used to combine nets in the past to create better more general combinations of nets ). All this will keep building on itself and AGI will become more capable faster and faster as time passes by.

  5. MOHSIN ALI

    March 13, 2019 at 2:21 pm

    thank you sir

  6. Shashank Sharma

    May 13, 2019 at 7:00 am

    How to handle input data if the aspect ratio of pre-trained models are different than input images?? for example, Say aspect ratio for Task A image recognition is 224 x 224 and aspect ratio for Task B diagnosis is 250 x 125

  7. Gautam Kishore Shahi

    August 4, 2019 at 8:12 pm

    can we use the concept of transfer learning on SVM?

  8. Sehaba95

    February 4, 2020 at 5:33 pm

    Very clear and simple explanation, thank you so much

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