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Chapter 6 Recurrent Neural Networks/009. Parts-of-Speech (POS) Tagging in Tensorflow.mp4 54.55 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4 16.26 MB
Chapter 1 Welcome/002. Special Offer.en.srt 1.67 KB
Chapter 1 Welcome/002. Special Offer.mp4 3.16 MB
Chapter 2 Getting Set Up/001. Where To Get the Code.en.srt 4.01 KB
Chapter 2 Getting Set Up/001. Where To Get the Code.mp4 7.02 MB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.en.srt 4.64 KB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.mp4 6.33 MB
Chapter 3 The Neuron/001. The Neuron - Section Introduction.en.srt 3.23 KB
Chapter 3 The Neuron/001. The Neuron - Section Introduction.mp4 4.87 MB
Chapter 3 The Neuron/002. Fitting a Line.en.srt 19.62 KB
Chapter 3 The Neuron/002. Fitting a Line.mp4 32.42 MB
Chapter 3 The Neuron/003. Classification Code Preparation.en.srt 10.08 KB
Chapter 3 The Neuron/003. Classification Code Preparation.mp4 15.26 MB
Chapter 3 The Neuron/004. Text Classification in Tensorflow.en.srt 12.44 KB
Chapter 3 The Neuron/004. Text Classification in Tensorflow.mp4 37.68 MB
Chapter 3 The Neuron/005. The Neuron.en.srt 13.9 KB
Chapter 3 The Neuron/005. The Neuron.mp4 20.08 MB
Chapter 3 The Neuron/006. How does a model learn.en.srt 14.78 KB
Chapter 3 The Neuron/006. How does a model learn.mp4 22.55 MB
Chapter 3 The Neuron/007. The Neuron - Section Summary.en.srt 2.36 KB
Chapter 3 The Neuron/007. The Neuron - Section Summary.mp4 3.94 MB
Chapter 4 Feedforward Artificial Neural Networks/001. ANN - Section Introduction.en.srt 10.05 KB
Chapter 4 Feedforward Artificial Neural Networks/001. ANN - Section Introduction.mp4 15.53 MB
Chapter 4 Feedforward Artificial Neural Networks/002. Forward Propagation.en.srt 13.03 KB
Chapter 4 Feedforward Artificial Neural Networks/002. Forward Propagation.mp4 20.06 MB
Chapter 4 Feedforward Artificial Neural Networks/003. The Geometrical Picture.en.srt 12.77 KB
Chapter 4 Feedforward Artificial Neural Networks/003. The Geometrical Picture.mp4 22.44 MB
Chapter 4 Feedforward Artificial Neural Networks/004. Activation Functions.en.srt 24.33 KB
Chapter 4 Feedforward Artificial Neural Networks/004. Activation Functions.mp4 37.01 MB
Chapter 4 Feedforward Artificial Neural Networks/005. Multiclass Classification.en.srt 11.82 KB
Chapter 4 Feedforward Artificial Neural Networks/005. Multiclass Classification.mp4 19.49 MB
Chapter 4 Feedforward Artificial Neural Networks/006. ANN Code Preparation.en.srt 6.3 KB
Chapter 4 Feedforward Artificial Neural Networks/006. ANN Code Preparation.mp4 9.86 MB
Chapter 4 Feedforward Artificial Neural Networks/007. Text Classification ANN in Tensorflow.en.srt 5.27 KB
Chapter 4 Feedforward Artificial Neural Networks/007. Text Classification ANN in Tensorflow.mp4 16.23 MB
Chapter 4 Feedforward Artificial Neural Networks/008. Text Preprocessing Code Preparation.en.srt 16.1 KB
Chapter 4 Feedforward Artificial Neural Networks/008. Text Preprocessing Code Preparation.mp4 24.09 MB
Chapter 4 Feedforward Artificial Neural Networks/009. Text Preprocessing in Tensorflow.en.srt 6.6 KB
Chapter 4 Feedforward Artificial Neural Networks/009. Text Preprocessing in Tensorflow.mp4 13.09 MB
Chapter 4 Feedforward Artificial Neural Networks/010. Embeddings.en.srt 13.15 KB
Chapter 4 Feedforward Artificial Neural Networks/010. Embeddings.mp4 20.43 MB
Chapter 4 Feedforward Artificial Neural Networks/011. CBOW (Advanced).en.srt 5.58 KB
Chapter 4 Feedforward Artificial Neural Networks/011. CBOW (Advanced).mp4 7.7 MB
Chapter 4 Feedforward Artificial Neural Networks/012. CBOW Exercise Prompt.en.srt 1 KB
Chapter 4 Feedforward Artificial Neural Networks/012. CBOW Exercise Prompt.mp4 2.25 MB
Chapter 4 Feedforward Artificial Neural Networks/013. CBOW in Tensorflow (Advanced).en.srt 21.4 KB
Chapter 4 Feedforward Artificial Neural Networks/013. CBOW in Tensorflow (Advanced).mp4 51.58 MB
Chapter 4 Feedforward Artificial Neural Networks/014. ANN - Section Summary.en.srt 2.06 KB
Chapter 4 Feedforward Artificial Neural Networks/014. ANN - Section Summary.mp4 3.25 MB
Chapter 4 Feedforward Artificial Neural Networks/015. Aside How to Choose Hyperparameters (Optional).en.srt 8.96 KB
Chapter 4 Feedforward Artificial Neural Networks/015. Aside How to Choose Hyperparameters (Optional).mp4 15.03 MB
Chapter 5 Convolutional Neural Networks/001. CNN - Section Introduction.en.srt 6.2 KB
Chapter 5 Convolutional Neural Networks/001. CNN - Section Introduction.mp4 10.57 MB
Chapter 5 Convolutional Neural Networks/002. What is Convolution.en.srt 21.95 KB
Chapter 5 Convolutional Neural Networks/002. What is Convolution.mp4 33.81 MB
Chapter 5 Convolutional Neural Networks/003. What is Convolution (Pattern Matching).en.srt 7.84 KB
Chapter 5 Convolutional Neural Networks/003. What is Convolution (Pattern Matching).mp4 11.58 MB
Chapter 5 Convolutional Neural Networks/004. What is Convolution (Weight Sharing).en.srt 8.57 KB
Chapter 5 Convolutional Neural Networks/004. What is Convolution (Weight Sharing).mp4 13.02 MB
Chapter 5 Convolutional Neural Networks/005. Convolution on Color Images.en.srt 21.99 KB
Chapter 5 Convolutional Neural Networks/005. Convolution on Color Images.mp4 34.28 MB
Chapter 5 Convolutional Neural Networks/006. CNN Architecture.en.srt 29.84 KB
Chapter 5 Convolutional Neural Networks/006. CNN Architecture.mp4 40.53 MB
Chapter 5 Convolutional Neural Networks/007. CNNs for Text.en.srt 10.37 KB
Chapter 5 Convolutional Neural Networks/007. CNNs for Text.mp4 17.93 MB
Chapter 5 Convolutional Neural Networks/008. Convolutional Neural Network for NLP in Tensorflow.en.srt 5.48 KB
Chapter 5 Convolutional Neural Networks/008. Convolutional Neural Network for NLP in Tensorflow.mp4 19.15 MB
Chapter 5 Convolutional Neural Networks/009. CNN - Section Summary.en.srt 1.87 KB
Chapter 5 Convolutional Neural Networks/009. CNN - Section Summary.mp4 3.44 MB
Chapter 6 Recurrent Neural Networks/001. RNN - Section Introduction.en.srt 6.67 KB
Chapter 6 Recurrent Neural Networks/001. RNN - Section Introduction.mp4 9.41 MB
Chapter 6 Recurrent Neural Networks/002. Simple RNN Elman Unit (pt 1).en.srt 12.1 KB
Chapter 6 Recurrent Neural Networks/002. Simple RNN Elman Unit (pt 1).mp4 18.72 MB
Chapter 6 Recurrent Neural Networks/003. Simple RNN Elman Unit (pt 2).en.srt 13.63 KB
Chapter 6 Recurrent Neural Networks/003. Simple RNN Elman Unit (pt 2).mp4 19.78 MB
Chapter 6 Recurrent Neural Networks/004. RNN Code Preparation.en.srt 13.28 KB
Chapter 6 Recurrent Neural Networks/004. RNN Code Preparation.mp4 20.49 MB
Chapter 6 Recurrent Neural Networks/005. RNNs Paying Attention to Shapes.en.srt 10.19 KB
Chapter 6 Recurrent Neural Networks/005. RNNs Paying Attention to Shapes.mp4 27.45 MB
Chapter 6 Recurrent Neural Networks/006. GRU and LSTM (pt 1).en.srt 23.83 KB
Chapter 6 Recurrent Neural Networks/006. GRU and LSTM (pt 1).mp4 36.97 MB
Chapter 6 Recurrent Neural Networks/007. GRU and LSTM (pt 2).en.srt 15.81 KB
Chapter 6 Recurrent Neural Networks/007. GRU and LSTM (pt 2).mp4 24.45 MB
Chapter 6 Recurrent Neural Networks/008. RNN for Text Classification in Tensorflow.en.srt 5.95 KB
Chapter 6 Recurrent Neural Networks/008. RNN for Text Classification in Tensorflow.mp4 21.03 MB
Chapter 6 Recurrent Neural Networks/009. Parts-of-Speech (POS) Tagging in Tensorflow.en.srt 24.56 KB
Chapter 1 Welcome/001. Introduction and Outline.en.srt 10.55 KB
Chapter 6 Recurrent Neural Networks/010. Named Entity Recognition (NER) in Tensorflow.en.srt 6.51 KB
Chapter 6 Recurrent Neural Networks/010. Named Entity Recognition (NER) in Tensorflow.mp4 14.83 MB
Chapter 6 Recurrent Neural Networks/011. Exercise Return to CNNs (Advanced).en.srt 4.32 KB
Chapter 6 Recurrent Neural Networks/011. Exercise Return to CNNs (Advanced).mp4 6.63 MB
Chapter 6 Recurrent Neural Networks/012. RNN - Section Summary.en.srt 2.49 KB
Chapter 6 Recurrent Neural Networks/012. RNN - Section Summary.mp4 4.09 MB
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