Deep Learning - Recurrent Neural Networks with TensorFlow
File List
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.mp4 70.2 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).mp4 59.4 MB
- 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/003. Autoregressive Linear Model for Time Series Prediction.mp4 53.8 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).mp4 53.6 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).mp4 51.2 MB
- Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).mp4 47.8 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.mp4 46.0 MB
- Chapter 3 Natural Language Processing (NLP)/001. Embeddings.mp4 45.9 MB
- Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.mp4 40.8 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.mp4 39.5 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).mp4 39.2 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.mp4 36.2 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).mp4 31.7 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).mp4 31.4 MB
- Chapter 1 Welcome/002. Outline.mp4 29.1 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).mp4 26.6 MB
- Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.mp4 24.1 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/014. RNN for Image Classification (Theory).mp4 23.2 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/019. Other Ways to Forecast.mp4 20.3 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/015. RNN for Image Classification (Code).mp4 20.0 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/007. RNN Code Preparation.mp4 18.1 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.mp4 17.5 MB
- Chapter 1 Welcome/001. Introduction.mp4 17.2 MB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/004. Proof That the Linear Model Works.mp4 15.8 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/001. Sequence Data.en.srt 25.1 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).en.srt 23.9 KB
- Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).en.srt 18.0 KB
- Chapter 3 Natural Language Processing (NLP)/001. Embeddings.en.srt 17.0 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).en.srt 16.8 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).en.srt 15.9 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).en.srt 15.6 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.en.srt 15.5 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.en.srt 13.6 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).en.srt 13.6 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).en.srt 12.1 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.en.srt 12.1 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.en.srt 10.4 KB
- Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.en.srt 10.3 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.en.srt 10.1 KB
- Chapter 1 Welcome/002. Outline.en.srt 10.0 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/007. RNN Code Preparation.en.srt 7.8 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/019. Other Ways to Forecast.en.srt 7.6 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).en.srt 6.8 KB
- Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.en.srt 6.7 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/014. RNN for Image Classification (Theory).en.srt 6.1 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/004. Proof That the Linear Model Works.en.srt 4.9 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/015. RNN for Image Classification (Code).en.srt 4.8 KB
- Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.en.srt 4.6 KB
- Chapter 1 Welcome/001. Introduction.en.srt 3.9 KB
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