Download [Coursera] Introduction to Deep Learning Torrent

Torrent Contents Size: 1.3 GB

[Coursera] Introduction to Deep Learning

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001. Welcome to AML specialization!.mp4	MP4	13.7 MB
001. Welcome to AML specialization!.srt	SRT	4.7 KB
002. Course intro.mp4	MP4	22.1 MB
002. Course intro.srt	SRT	8.8 KB
003. Linear regression.mp4	MP4	35.7 MB
003. Linear regression.srt	SRT	13.3 KB
004. Linear classification.mp4	MP4	42.7 MB
004. Linear classification.srt	SRT	16.4 KB
005. Gradient descent.mp4	MP4	19 MB
005. Gradient descent.srt	SRT	7.4 KB
006. Overfitting problem and model validation.mp4	MP4	26.4 MB
006. Overfitting problem and model validation.srt	SRT	9.8 KB
007. Model regularization.mp4	MP4	19.9 MB
007. Model regularization.srt	SRT	7.4 KB
008. Stochastic gradient descent.mp4	MP4	21.1 MB
008. Stochastic gradient descent.srt	SRT	7.8 KB
009. Gradient descent extensions.mp4	MP4	36.6 MB
009. Gradient descent extensions.srt	SRT	13.4 KB
010. Multilayer perceptron (MLP).mp4	MP4	44.7 MB
010. Multilayer perceptron (MLP).srt	SRT	18.5 KB
011. Chain rule.mp4	MP4	26.6 MB
011. Chain rule.srt	SRT	10 KB
012. Backpropagation.mp4	MP4	31.6 MB
012. Backpropagation.srt	SRT	11.4 KB
013. Efficient MLP implementation.mp4	MP4	47.1 MB
013. Efficient MLP implementation.srt	SRT	16.6 KB
014. Other matrix derivatives.mp4	MP4	21.4 MB
014. Other matrix derivatives.srt	SRT	8.6 KB
015. What is TensorFlow.mp4	MP4	39.4 MB
015. What is TensorFlow.srt	SRT	14.7 KB
016. Our first model in TensorFlow.mp4	MP4	36.8 MB
016. Our first model in TensorFlow.srt	SRT	13.8 KB
017. What Deep Learning is and is not.mp4	MP4	29.5 MB
017. What Deep Learning is and is not.srt	SRT	13.9 KB
018. Deep learning as a language.mp4	MP4	24.6 MB
018. Deep learning as a language.srt	SRT	11.9 KB
019. Motivation for convolutional layers.mp4	MP4	41.4 MB
019. Motivation for convolutional layers.srt	SRT	16 KB
020. Our first CNN architecture.mp4	MP4	42.6 MB
020. Our first CNN architecture.srt	SRT	13.3 KB
021. Training tips and tricks for deep CNNs.mp4	MP4	57.9 MB
021. Training tips and tricks for deep CNNs.srt	SRT	18.2 KB
022. Overview of modern CNN architectures.mp4	MP4	32.2 MB
022. Overview of modern CNN architectures.srt	SRT	9.5 KB
023. Learning new tasks with pre-trained CNNs.mp4	MP4	19.3 MB
023. Learning new tasks with pre-trained CNNs.srt	SRT	6.8 KB
024. A glimpse of other Computer Vision tasks.mp4	MP4	30.7 MB
024. A glimpse of other Computer Vision tasks.srt	SRT	10.8 KB
025. Unsupervised learning what it is and why bother.mp4	MP4	23.8 MB
025. Unsupervised learning what it is and why bother.srt	SRT	9.5 KB
026. Autoencoders 101.mp4	MP4	22.1 MB
026. Autoencoders 101.srt	SRT	8.1 KB
027. Autoencoder applications.mp4	MP4	40.8 MB
027. Autoencoder applications.srt	SRT	14.7 KB
028. Autoencoder applications image generation, data visualization & more.mp4	MP4	28.2 MB
028. Autoencoder applications image generation, data visualization & more.srt	SRT	10.6 KB
029. Natural language processing primer.mp4	MP4	36.7 MB
029. Natural language processing primer.srt	SRT	15.3 KB
030. Word embeddings.mp4	MP4	48.3 MB
030. Word embeddings.srt	SRT	20.2 KB
031. Generative models 101.mp4	MP4	26.7 MB
031. Generative models 101.srt	SRT	11.2 KB
032. Generative Adversarial Networks.mp4	MP4	36.2 MB
032. Generative Adversarial Networks.srt	SRT	15.3 KB
033. Applications of adversarial approach.mp4	MP4	41.9 MB
033. Applications of adversarial approach.srt	SRT	15.9 KB
034. Motivation for recurrent layers.mp4	MP4	30.2 MB
034. Motivation for recurrent layers.srt	SRT	10.6 KB
035. Simple RNN and Backpropagation.mp4	MP4	35.1 MB
035. Simple RNN and Backpropagation.srt	SRT	12.5 KB
036. The training of RNNs is not that easy.mp4	MP4	26.4 MB
036. The training of RNNs is not that easy.srt	SRT	10.4 KB
037. Dealing with vanishing and exploding gradients.mp4	MP4	34.9 MB
037. Dealing with vanishing and exploding gradients.srt	SRT	13.7 KB
038. Modern RNNs LSTM and GRU.mp4	MP4	47.7 MB
038. Modern RNNs LSTM and GRU.srt	SRT	17.2 KB
039. Practical use cases for RNNs.mp4	MP4	56.1 MB
039. Practical use cases for RNNs.srt	SRT	19.5 KB
[CourseClub.NET].url	URL	102.4 B
[FCS Forum].url	URL	102.4 B
[FreeCourseSite.com].url	URL	102.4 B

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[Coursera] Introduction to Deep Learning

Torrent Contents Size: 1.3 GB

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