Neural Networks Video Lectures [YKG]

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Added on July 16, 2016 by YKTheDemonin Movies
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Neural Networks Video Lectures [YKG] (Size: 6.15 GB)
 Neural networks [1.1] - Feedforward neural network - artificial neuron-SGZ6BttHMPw.mp456.14 MB
 Neural networks [1.2] - Feedforward neural network - activation function-tCHIkgWZLOQ.mp441.89 MB
 Neural networks [1.3] - Feedforward neural network - capacity of single neuron-iT5P4z6Fzj8.mp422.61 MB
 Neural networks [1.4] - Feedforward neural network - multilayer neural network-apPiZd-qnZ8.mp445.9 MB
 Neural networks [1.5] - Feedforward neural network - capacity of neural network-O4I7dQC4VtU.mp426.88 MB
 Neural networks [1.6] - Feedforward neural network - biological inspiration-cuJ4IC5_pGs.mp4110.72 MB
 Neural networks [10.10] - Natural language processing - multitask learning-ciNBQupWsAc.mp4129.74 MB
 Neural networks [10.11] - Natural language processing - recursive network-AqEF2HIMjYA.mp447.55 MB
 Neural networks [10.12] - Natural language processing - merging representations-gPNPINa7PaM.mp429.86 MB
 Neural networks [10.13] - Natural language processing - tree inference-NJozqoejJnA.mp495.98 MB
 Neural networks [10.14] - Natural language processing - recursive network training-oRxgRHJztPI.mp483.3 MB
 Neural networks [10.1] - Natural language processing - motivation-OzZIOiMVUyM.mp418.82 MB
 Neural networks [10.2] - Natural language processing - preprocessing-jcrhYEYwO9k.mp457.68 MB
 Neural networks [10.3] - Natural language processing - one-hot encoding-iZ3e_cifP7Y.mp449.54 MB
 Neural networks [10.4] - Natural language processing - word representations-PKszi8iogak.mp468.17 MB
 Neural networks [10.5] - Natural language processing - language modeling-iGmHnICXDss.mp454.8 MB
 Neural networks [10.6] - Natural language processing - neural network language...104.48 MB
 Neural networks [10.7] - Natural language processing - hierarchical output layer-B95LTf2rVWM.mp4112.01 MB
 Neural networks [10.8] - Natural language processing - word tagging-pCLIo4Z-PsM.mp488.17 MB
 Neural networks [10.9] - Natural language processing - convolutional network-6jCDUQ-e-fY.mp4103.81 MB
 Neural networks [2.10] - Training neural networks - model selection-Fs-raHUnF2M.mp465.93 MB
 Neural networks [2.11] - Training neural networks - optimization-Bver7Ttgb9M.mp4119.87 MB
 Neural networks [2.1] - Training neural networks - empirical risk minimization-5adNQvSlF50.mp465.64 MB
 Neural networks [2.2] - Training neural networks - loss function-PpFTODTztsU.mp428.51 MB
 Neural networks [2.3] - Training neural networks - output layer gradient-1N837i4s1T8.mp444.36 MB
 Neural networks [2.4] - Training neural networks - hidden layer gradient-xFhM_Kwqw48.mp499.34 MB
 Neural networks [2.5] - Training neural networks - activation function derivative-tf9p1xQbWNM.mp423.37 MB
 Neural networks [2.6] - Training neural networks - parameter gradient-p5tL2JqCRDo.mp431.21 MB
 Neural networks [2.7] - Training neural networks - backpropagation-_KoWTD8T45Q.mp491.9 MB
 Neural networks [2.8] - Training neural networks - regularization-JfkbyODyujw.mp478.37 MB

Description

By - Hugo Larochelle


List of topics covered in the course:

Introduction and math revision
Feedforward neural network
Training neural networks
Conditional random fields
Training CRFs
Restricted Boltzmann machine
Autoencoders
Deep learning
Sparse coding
Computer vision
Natural language processing

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6.15 GB
seeders:1
leechers:3
Neural Networks Video Lectures [YKG]