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Invidious > Channel > Victor Lavrenko

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YT 3 minutes 33 seconds Victor Lavrenko Neural Networks 1: a 3-minute history YT 4 minutes 59 seconds Victor Lavrenko Neural Networks 2: machine learning = feature engineering YT 3 minutes 23 seconds Victor Lavrenko Neural Networks 3: axons, dendrites, synapses

YT 3 minutes 29 seconds Victor Lavrenko Neural Networks 4: McCulloch & Pitts neuron YT 4 minutes 56 seconds Victor Lavrenko Neural Networks 5: feedforward, recurrent and RBM YT 5 minutes 53 seconds Victor Lavrenko Neural Networks 6: solving XOR with a hidden layer

YT 2 minutes 29 seconds Victor Lavrenko Neural Networks 7: universal approximation YT 5 minutes 45 seconds Victor Lavrenko Neural Networks 8: hidden units = features YT 3 minutes 8 seconds Victor Lavrenko Neural Networks 9: derivatives we need for backprop

YT 6 minutes 8 seconds Victor Lavrenko Backpropagation: how it works YT 5 minutes 13 seconds Victor Lavrenko Neural Networks 11: Backpropagation in detail YT 1 minute 9 seconds Victor Lavrenko Neural Networks 12: multiclass classification