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Deep Learning - Recurrent Neural Networks with TensorFlow

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File Name
Size
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.mp4
70 MB
Chapter 1 Welcome/001. Introduction.mp4
17 MB
Chapter 1 Welcome/002. Outline.en.srt
10 kB
Chapter 1 Welcome/002. Outline.mp4
29 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.en.srt
25 kB
Chapter 1 Welcome/001. Introduction.en.srt
3.9 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.en.srt
14 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.mp4
36 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.en.srt
16 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.mp4
54 MB
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/004. Proof That the Linear Model Works.mp4
16 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).en.srt
12 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).mp4
31 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).en.srt
14 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).mp4
32 MB
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/007. RNN Code Preparation.mp4
18 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.en.srt
12 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.mp4
55 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.en.srt
10 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.mp4
40 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).en.srt
24 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).mp4
59 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).en.srt
16 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).mp4
39 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.en.srt
10 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.mp4
46 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/013. Demo of the Long-Distance Problem.en.srt
25 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/014. RNN for Image Classification (Theory).mp4
23 MB
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/015. RNN for Image Classification (Code).mp4
20 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).en.srt
17 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).mp4
51 MB
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 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).mp4
27 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).en.srt
16 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).mp4
54 MB
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/019. Other Ways to Forecast.mp4
20 MB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.en.srt
4.6 kB
Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.mp4
18 MB
Chapter 3 Natural Language Processing (NLP)/001. Embeddings.en.srt
17 kB
Chapter 3 Natural Language Processing (NLP)/001. Embeddings.mp4
46 MB
Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).en.srt
18 kB
Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).mp4
48 MB
Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.en.srt
6.7 kB
Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.mp4
24 MB
Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.en.srt
10 kB
Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.mp4
41 MB