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Natural Language Processing - Deep Learning Models in Python
- Date: 2026-06-25
- Size: 891 MB
- Files: 94
File Name
Size
Chapter 6 Recurrent Neural Networks/009. Parts-of-Speech (POS) Tagging in Tensorflow.mp4
54 MB
Chapter 1 Welcome/001. Introduction and Outline.mp4
16 MB
Chapter 1 Welcome/002. Special Offer.en.srt
1.7 kB
Chapter 1 Welcome/002. Special Offer.mp4
3.2 MB
Chapter 2 Getting Set Up/001. Where To Get the Code.en.srt
4.0 kB
Chapter 2 Getting Set Up/001. Where To Get the Code.mp4
7.0 MB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.en.srt
4.6 kB
Chapter 2 Getting Set Up/002. How To Succeed in This Course.mp4
6.3 MB
Chapter 3 The Neuron/001. The Neuron - Section Introduction.en.srt
3.2 kB
Chapter 3 The Neuron/001. The Neuron - Section Introduction.mp4
4.9 MB
Chapter 3 The Neuron/002. Fitting a Line.en.srt
20 kB
Chapter 3 The Neuron/002. Fitting a Line.mp4
32 MB
Chapter 3 The Neuron/003. Classification Code Preparation.en.srt
10 kB
Chapter 3 The Neuron/003. Classification Code Preparation.mp4
15 MB
Chapter 3 The Neuron/004. Text Classification in Tensorflow.en.srt
12 kB
Chapter 3 The Neuron/004. Text Classification in Tensorflow.mp4
38 MB
Chapter 3 The Neuron/005. The Neuron.en.srt
14 kB
Chapter 3 The Neuron/005. The Neuron.mp4
20 MB
Chapter 3 The Neuron/006. How does a model learn.en.srt
15 kB
Chapter 3 The Neuron/006. How does a model learn.mp4
23 MB
Chapter 3 The Neuron/007. The Neuron - Section Summary.en.srt
2.4 kB
Chapter 3 The Neuron/007. The Neuron - Section Summary.mp4
3.9 MB
Chapter 4 Feedforward Artificial Neural Networks/001. ANN - Section Introduction.en.srt
10 kB
Chapter 4 Feedforward Artificial Neural Networks/001. ANN - Section Introduction.mp4
16 MB
Chapter 4 Feedforward Artificial Neural Networks/002. Forward Propagation.en.srt
13 kB
Chapter 4 Feedforward Artificial Neural Networks/002. Forward Propagation.mp4
20 MB
Chapter 4 Feedforward Artificial Neural Networks/003. The Geometrical Picture.en.srt
13 kB
Chapter 4 Feedforward Artificial Neural Networks/003. The Geometrical Picture.mp4
22 MB
Chapter 4 Feedforward Artificial Neural Networks/004. Activation Functions.en.srt
24 kB
Chapter 4 Feedforward Artificial Neural Networks/004. Activation Functions.mp4
37 MB
Chapter 4 Feedforward Artificial Neural Networks/005. Multiclass Classification.en.srt
12 kB
Chapter 4 Feedforward Artificial Neural Networks/005. Multiclass Classification.mp4
20 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
9.9 MB
Chapter 4 Feedforward Artificial Neural Networks/007. Text Classification ANN in Tensorflow.en.srt
5.3 kB
Chapter 4 Feedforward Artificial Neural Networks/007. Text Classification ANN in Tensorflow.mp4
16 MB
Chapter 4 Feedforward Artificial Neural Networks/008. Text Preprocessing Code Preparation.en.srt
16 kB
Chapter 4 Feedforward Artificial Neural Networks/008. Text Preprocessing Code Preparation.mp4
24 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 MB
Chapter 4 Feedforward Artificial Neural Networks/010. Embeddings.en.srt
13 kB
Chapter 4 Feedforward Artificial Neural Networks/010. Embeddings.mp4
20 MB
Chapter 4 Feedforward Artificial Neural Networks/011. CBOW (Advanced).en.srt
5.6 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
1.0 kB
Chapter 4 Feedforward Artificial Neural Networks/012. CBOW Exercise Prompt.mp4
2.2 MB
Chapter 4 Feedforward Artificial Neural Networks/013. CBOW in Tensorflow (Advanced).en.srt
21 kB
Chapter 4 Feedforward Artificial Neural Networks/013. CBOW in Tensorflow (Advanced).mp4
52 MB
Chapter 4 Feedforward Artificial Neural Networks/014. ANN - Section Summary.en.srt
2.1 kB
Chapter 4 Feedforward Artificial Neural Networks/014. ANN - Section Summary.mp4
3.2 MB
Chapter 4 Feedforward Artificial Neural Networks/015. Aside How to Choose Hyperparameters (Optional).en.srt
9.0 kB
Chapter 4 Feedforward Artificial Neural Networks/015. Aside How to Choose Hyperparameters (Optional).mp4
15 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
11 MB
Chapter 5 Convolutional Neural Networks/002. What is Convolution.en.srt
22 kB
Chapter 5 Convolutional Neural Networks/002. What is Convolution.mp4
34 MB
Chapter 5 Convolutional Neural Networks/003. What is Convolution (Pattern Matching).en.srt
7.8 kB
Chapter 5 Convolutional Neural Networks/003. What is Convolution (Pattern Matching).mp4
12 MB
Chapter 5 Convolutional Neural Networks/004. What is Convolution (Weight Sharing).en.srt
8.6 kB
Chapter 5 Convolutional Neural Networks/004. What is Convolution (Weight Sharing).mp4
13 MB
Chapter 5 Convolutional Neural Networks/005. Convolution on Color Images.en.srt
22 kB
Chapter 5 Convolutional Neural Networks/005. Convolution on Color Images.mp4
34 MB
Chapter 5 Convolutional Neural Networks/006. CNN Architecture.en.srt
30 kB
Chapter 5 Convolutional Neural Networks/006. CNN Architecture.mp4
40 MB
Chapter 5 Convolutional Neural Networks/007. CNNs for Text.en.srt
10 kB
Chapter 5 Convolutional Neural Networks/007. CNNs for Text.mp4
18 MB
Chapter 5 Convolutional Neural Networks/008. Convolutional Neural Network for NLP in Tensorflow.en.srt
5.5 kB
Chapter 5 Convolutional Neural Networks/008. Convolutional Neural Network for NLP in Tensorflow.mp4
19 MB
Chapter 5 Convolutional Neural Networks/009. CNN - Section Summary.en.srt
1.9 kB
Chapter 5 Convolutional Neural Networks/009. CNN - Section Summary.mp4
3.4 MB
Chapter 6 Recurrent Neural Networks/001. RNN - Section Introduction.en.srt
6.7 kB
Chapter 6 Recurrent Neural Networks/001. RNN - Section Introduction.mp4
9.4 MB
Chapter 6 Recurrent Neural Networks/002. Simple RNN Elman Unit (pt 1).en.srt
12 kB
Chapter 6 Recurrent Neural Networks/002. Simple RNN Elman Unit (pt 1).mp4
19 MB
Chapter 6 Recurrent Neural Networks/003. Simple RNN Elman Unit (pt 2).en.srt
14 kB
Chapter 6 Recurrent Neural Networks/003. Simple RNN Elman Unit (pt 2).mp4
20 MB
Chapter 6 Recurrent Neural Networks/004. RNN Code Preparation.en.srt
13 kB
Chapter 6 Recurrent Neural Networks/004. RNN Code Preparation.mp4
20 MB
Chapter 6 Recurrent Neural Networks/005. RNNs Paying Attention to Shapes.en.srt
10 kB
Chapter 6 Recurrent Neural Networks/005. RNNs Paying Attention to Shapes.mp4
27 MB
Chapter 6 Recurrent Neural Networks/006. GRU and LSTM (pt 1).en.srt
24 kB
Chapter 6 Recurrent Neural Networks/006. GRU and LSTM (pt 1).mp4
37 MB
Chapter 6 Recurrent Neural Networks/007. GRU and LSTM (pt 2).en.srt
16 kB
Chapter 6 Recurrent Neural Networks/007. GRU and LSTM (pt 2).mp4
24 MB
Chapter 6 Recurrent Neural Networks/008. RNN for Text Classification in Tensorflow.en.srt
6.0 kB
Chapter 6 Recurrent Neural Networks/008. RNN for Text Classification in Tensorflow.mp4
21 MB
Chapter 6 Recurrent Neural Networks/009. Parts-of-Speech (POS) Tagging in Tensorflow.en.srt
25 kB
Chapter 1 Welcome/001. Introduction and Outline.en.srt
11 kB
Chapter 6 Recurrent Neural Networks/010. Named Entity Recognition (NER) in Tensorflow.en.srt
6.5 kB
Chapter 6 Recurrent Neural Networks/010. Named Entity Recognition (NER) in Tensorflow.mp4
15 MB
Chapter 6 Recurrent Neural Networks/011. Exercise Return to CNNs (Advanced).en.srt
4.3 kB
Chapter 6 Recurrent Neural Networks/011. Exercise Return to CNNs (Advanced).mp4
6.6 MB
Chapter 6 Recurrent Neural Networks/012. RNN - Section Summary.en.srt
2.5 kB
Chapter 6 Recurrent Neural Networks/012. RNN - Section Summary.mp4
4.1 MB