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[ FreeCourseWeb.com ] Udemy - Deep Learning for NLP - Part 1

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Get Bonus Downloads Here.url
183 B
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/1. Introduction-en_US.srt
2.1 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/1. Introduction.mp4
6.6 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/2. Why do we need Artificial Neural Networks (ANNs)-en_US.srt
6.8 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/2. Why do we need Artificial Neural Networks (ANNs).mp4
29 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/3. Artificial neuron activationintegration function, softmax, perceptron-en_US.srt
22 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/3. Artificial neuron activationintegration function, softmax, perceptron.mp4
86 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/4. Why do we need Multi-Layered Perceptrons-en_US.srt
6.3 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/4. Why do we need Multi-Layered Perceptrons.mp4
19 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/5. What is deep learning-en_US.srt
9.6 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/5. What is deep learning.mp4
48 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/6. How does back-propagation work-en_US.srt
12 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/6. How does back-propagation work.mp4
38 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/7. Overfitting, dropout and regularization-en_US.srt
8.3 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/7. Overfitting, dropout and regularization.mp4
27 MB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/8. Summary-en_US.srt
2.1 kB
~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/8. Summary.mp4
9.9 MB
~Get Your Files Here !/2. Word Embeddings/1. Introduction-en_US.srt
3.2 kB
~Get Your Files Here !/2. Word Embeddings/1. Introduction.mp4
8.2 MB
~Get Your Files Here !/2. Word Embeddings/2. Onehot encoding and SVD-en_US.srt
9.1 kB
~Get Your Files Here !/2. Word Embeddings/2. Onehot encoding and SVD.mp4
32 MB
~Get Your Files Here !/2. Word Embeddings/3. word2vec (CBOW, Skipgram)-en_US.srt
13 kB
~Get Your Files Here !/2. Word Embeddings/3. word2vec (CBOW, Skipgram).mp4
51 MB
~Get Your Files Here !/2. Word Embeddings/4. Efficient Softmax approximations-en_US.srt
17 kB
~Get Your Files Here !/2. Word Embeddings/4. Efficient Softmax approximations.mp4
62 MB
~Get Your Files Here !/2. Word Embeddings/5. Sampling-based approximations for softmax-en_US.srt
25 kB
~Get Your Files Here !/2. Word Embeddings/5. Sampling-based approximations for softmax.mp4
102 MB
~Get Your Files Here !/2. Word Embeddings/6. GloVe-en_US.srt
24 kB
~Get Your Files Here !/2. Word Embeddings/6. GloVe.mp4
108 MB
~Get Your Files Here !/2. Word Embeddings/7. Cross-lingual word embedding models-en_US.srt
34 kB
~Get Your Files Here !/2. Word Embeddings/7. Cross-lingual word embedding models.mp4
157 MB
~Get Your Files Here !/2. Word Embeddings/8. Sub-word level embeddings-en_US.srt
20 kB
~Get Your Files Here !/2. Word Embeddings/8. Sub-word level embeddings.mp4
85 MB
~Get Your Files Here !/2. Word Embeddings/9. Summary-en_US.srt
2.2 kB
~Get Your Files Here !/2. Word Embeddings/9. Summary.mp4
11 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/1. Introduction-en_US.srt
1.2 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/1. Introduction.mp4
4.3 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/2. Traditional n-gram language models and NNLM-en_US.srt
13 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/2. Traditional n-gram language models and NNLM.mp4
56 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/3. Recurrent Neural Networks RNNs-en_US.srt
16 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/3. Recurrent Neural Networks RNNs.mp4
55 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/4. RNNs for Image captioning-en_US.srt
6.7 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/4. RNNs for Image captioning.mp4
29 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/5. Bidirectional RNNs, Stacked RNNs, Vanishing gradients problem-en_US.srt
12 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/5. Bidirectional RNNs, Stacked RNNs, Vanishing gradients problem.mp4
50 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/6. Long Short-Term Memory Networks LSTMs-en_US.srt
15 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/6. Long Short-Term Memory Networks LSTMs.mp4
62 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/7. Gated Recurrent Units GRUs-en_US.srt
6.5 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/7. Gated Recurrent Units GRUs.mp4
23 MB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/8. Summary-en_US.srt
1.9 kB
~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/8. Summary.mp4
9.0 MB
~Get Your Files Here !/Bonus Resources.txt
357 B