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

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FreeCourseWeb com Udemy Deep Learning for NLP Part

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183B

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/1. Introduction-en_US.srt

2.12KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/1. Introduction.mp4

6.63MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/2. Why do we need Artificial Neural Networks (ANNs)-en_US.srt

6.75KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/2. Why do we need Artificial Neural Networks (ANNs).mp4

28.98MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/3. Artificial neuron activationintegration function, softmax, perceptron-en_US.srt

21.96KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/3. Artificial neuron activationintegration function, softmax, perceptron.mp4

86.5MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/4. Why do we need Multi-Layered Perceptrons-en_US.srt

6.31KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/4. Why do we need Multi-Layered Perceptrons.mp4

18.73MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/5. What is deep learning-en_US.srt

9.64KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/5. What is deep learning.mp4

48.31MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/6. How does back-propagation work-en_US.srt

11.99KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/6. How does back-propagation work.mp4

37.7MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/7. Overfitting, dropout and regularization-en_US.srt

8.31KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/7. Overfitting, dropout and regularization.mp4

27.11MB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/8. Summary-en_US.srt

2.1KB

~Get Your Files Here !/1. Multi-Layered Perceptrons (MLPs)/8. Summary.mp4

9.9MB

~Get Your Files Here !/2. Word Embeddings/1. Introduction-en_US.srt

3.18KB

~Get Your Files Here !/2. Word Embeddings/1. Introduction.mp4

8.23MB

~Get Your Files Here !/2. Word Embeddings/2. Onehot encoding and SVD-en_US.srt

9.13KB

~Get Your Files Here !/2. Word Embeddings/2. Onehot encoding and SVD.mp4

32.47MB

~Get Your Files Here !/2. Word Embeddings/3. word2vec (CBOW, Skipgram)-en_US.srt

12.95KB

~Get Your Files Here !/2. Word Embeddings/3. word2vec (CBOW, Skipgram).mp4

50.88MB

~Get Your Files Here !/2. Word Embeddings/4. Efficient Softmax approximations-en_US.srt

16.6KB

~Get Your Files Here !/2. Word Embeddings/4. Efficient Softmax approximations.mp4

61.72MB

~Get Your Files Here !/2. Word Embeddings/5. Sampling-based approximations for softmax-en_US.srt

25.27KB

~Get Your Files Here !/2. Word Embeddings/5. Sampling-based approximations for softmax.mp4

102.54MB

~Get Your Files Here !/2. Word Embeddings/6. GloVe-en_US.srt

24.43KB

~Get Your Files Here !/2. Word Embeddings/6. GloVe.mp4

107.82MB

~Get Your Files Here !/2. Word Embeddings/7. Cross-lingual word embedding models-en_US.srt

34.06KB

~Get Your Files Here !/2. Word Embeddings/7. Cross-lingual word embedding models.mp4

157.36MB

~Get Your Files Here !/2. Word Embeddings/8. Sub-word level embeddings-en_US.srt

19.66KB

~Get Your Files Here !/2. Word Embeddings/8. Sub-word level embeddings.mp4

84.64MB

~Get Your Files Here !/2. Word Embeddings/9. Summary-en_US.srt

2.19KB

~Get Your Files Here !/2. Word Embeddings/9. Summary.mp4

10.63MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/1. Introduction-en_US.srt

1.24KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/1. Introduction.mp4

4.3MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/2. Traditional n-gram language models and NNLM-en_US.srt

12.58KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/2. Traditional n-gram language models and NNLM.mp4

55.57MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/3. Recurrent Neural Networks RNNs-en_US.srt

15.81KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/3. Recurrent Neural Networks RNNs.mp4

55.07MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/4. RNNs for Image captioning-en_US.srt

6.7KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/4. RNNs for Image captioning.mp4

28.66MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/5. Bidirectional RNNs, Stacked RNNs, Vanishing gradients problem-en_US.srt

12KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/5. Bidirectional RNNs, Stacked RNNs, Vanishing gradients problem.mp4

50MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/6. Long Short-Term Memory Networks LSTMs-en_US.srt

14.62KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/6. Long Short-Term Memory Networks LSTMs.mp4

62.31MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/7. Gated Recurrent Units GRUs-en_US.srt

6.49KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/7. Gated Recurrent Units GRUs.mp4

23.13MB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/8. Summary-en_US.srt

1.91KB

~Get Your Files Here !/3. Recurrent Models RNNs, GRUs, LSTMs, variants/8. Summary.mp4

9.03MB

~Get Your Files Here !/Bonus Resources.txt

357B

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