Deep Learning - Recurrent Neural Networks with TensorFlow

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File List

  • Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.mp4 70.23 MB
    Chapter 1 Welcome/001. Introduction.mp4 17.22 MB
    Chapter 1 Welcome/002. Outline.en.srt 10.03 KB
    Chapter 1 Welcome/002. Outline.mp4 29.11 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.en.srt 25.12 KB
    Chapter 1 Welcome/001. Introduction.en.srt 3.92 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.en.srt 13.64 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.mp4 36.21 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.en.srt 15.46 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.mp4 53.78 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/004. Proof That the Linear Model Works.en.srt 4.91 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/004. Proof That the Linear Model Works.mp4 15.83 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).en.srt 12.12 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).mp4 31.43 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).en.srt 13.62 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).mp4 31.71 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/007. RNN Code Preparation.en.srt 7.82 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/007. RNN Code Preparation.mp4 18.13 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.en.srt 12.06 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.mp4 55.3 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.en.srt 10.06 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.mp4 39.55 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).en.srt 23.89 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).mp4 59.42 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).en.srt 15.88 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).mp4 39.24 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.en.srt 10.4 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.mp4 46.05 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/013. Demo of the Long-Distance Problem.en.srt 25.3 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/014. RNN for Image Classification (Theory).en.srt 6.13 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/014. RNN for Image Classification (Theory).mp4 23.21 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/015. RNN for Image Classification (Code).en.srt 4.75 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/015. RNN for Image Classification (Code).mp4 20.03 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).en.srt 16.82 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).mp4 51.16 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).en.srt 6.77 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).mp4 26.6 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).en.srt 15.61 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).mp4 53.65 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/019. Other Ways to Forecast.en.srt 7.64 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/019. Other Ways to Forecast.mp4 20.35 MB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.en.srt 4.63 KB
    Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.mp4 17.47 MB
    Chapter 3 Natural Language Processing (NLP)/001. Embeddings.en.srt 17 KB
    Chapter 3 Natural Language Processing (NLP)/001. Embeddings.mp4 45.87 MB
    Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).en.srt 18.01 KB
    Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).mp4 47.84 MB
    Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.en.srt 6.67 KB
    Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.mp4 24.07 MB
    Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.en.srt 10.3 KB
    Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.mp4 40.77 MB

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