Articles, Blog Transfer Learning (C3W2L07) No related posts. Post navigation Hokey Pokey – Kids Dance Song – Children’s Songs by The Learning StationCounting Coins Song for Kids | Learning About Money Song For Kids 9 Comments Raul Maldonado March 31, 2018 at 8:18 pm Reply is this video part of a bigger course? md asadullah turja June 14, 2018 at 7:52 pm Reply Great explanation !! Nands October 27, 2018 at 5:34 pm Reply amazing! Buckler Co November 27, 2018 at 2:30 pm Reply Video is done at 1:25 Lol!! he explained it so simply. Roger AB March 12, 2019 at 7:46 pm Reply 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. MOHSIN ALI March 13, 2019 at 2:21 pm Reply thank you sir Shashank Sharma May 13, 2019 at 7:00 am Reply 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 Gautam Kishore Shahi August 4, 2019 at 8:12 pm Reply can we use the concept of transfer learning on SVM? Sehaba95 February 4, 2020 at 5:33 pm Reply Very clear and simple explanation, thank you so much Leave a Reply Cancel Save my name, email, and website in this browser for the next time I comment.