Deep Learning - Recurrent Neural Networks with TensorFlow

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8/18/2025

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Files (51)

Deep Learning - Recurrent Neural Networks with TensorFlow

51 files • 914.52 MB

Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data

39 files • 709.58 MB

001. Sequence Data.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.mp4

70.23 MB

010. GRU and LSTM (Part 1).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).mp4

59.42 MB

008. RNN for Time Series Prediction.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.mp4

55.3 MB

003. Autoregressive Linear Model for Time Series Prediction.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.mp4

53.78 MB

018. Stock Return Predictions Using LSTMs (Part 3).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).mp4

53.65 MB

016. Stock Return Predictions Using LSTMs (Part 1).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).mp4

51.16 MB

012. A More Challenging Sequence.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.mp4

46.05 MB

009. Paying Attention to Shapes.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.mp4

39.55 MB

011. GRU and LSTM (Part 2).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).mp4

39.24 MB

002. Forecasting.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.mp4

36.21 MB

006. Recurrent Neural Networks (Elman Unit Part 2).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).mp4

31.71 MB

005. Recurrent Neural Networks (Elman Unit Part 1).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).mp4

31.43 MB

017. Stock Return Predictions Using LSTMs (Part 2).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).mp4

26.6 MB

014. RNN for Image Classification (Theory).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/014. RNN for Image Classification (Theory).mp4

23.21 MB

019. Other Ways to Forecast.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/019. Other Ways to Forecast.mp4

20.35 MB

015. RNN for Image Classification (Code).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/015. RNN for Image Classification (Code).mp4

20.03 MB

007. RNN Code Preparation.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/007. RNN Code Preparation.mp4

18.13 MB

020. Suggestion Box.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.mp4

17.47 MB

004. Proof That the Linear Model Works.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/004. Proof That the Linear Model Works.mp4

15.83 MB

013. Demo of the Long-Distance Problem.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/013. Demo of the Long-Distance Problem.en.srt

25.3 KB

001. Sequence Data.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/001. Sequence Data.en.srt

25.12 KB

010. GRU and LSTM (Part 1).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/010. GRU and LSTM (Part 1).en.srt

23.89 KB

016. Stock Return Predictions Using LSTMs (Part 1).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/016. Stock Return Predictions Using LSTMs (Part 1).en.srt

16.82 KB

011. GRU and LSTM (Part 2).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/011. GRU and LSTM (Part 2).en.srt

15.88 KB

018. Stock Return Predictions Using LSTMs (Part 3).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/018. Stock Return Predictions Using LSTMs (Part 3).en.srt

15.61 KB

003. Autoregressive Linear Model for Time Series Prediction.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/003. Autoregressive Linear Model for Time Series Prediction.en.srt

15.46 KB

002. Forecasting.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/002. Forecasting.en.srt

13.64 KB

006. Recurrent Neural Networks (Elman Unit Part 2).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/006. Recurrent Neural Networks (Elman Unit Part 2).en.srt

13.62 KB

005. Recurrent Neural Networks (Elman Unit Part 1).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/005. Recurrent Neural Networks (Elman Unit Part 1).en.srt

12.12 KB

008. RNN for Time Series Prediction.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/008. RNN for Time Series Prediction.en.srt

12.06 KB

012. A More Challenging Sequence.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/012. A More Challenging Sequence.en.srt

10.4 KB

009. Paying Attention to Shapes.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/009. Paying Attention to Shapes.en.srt

10.06 KB

007. RNN Code Preparation.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/007. RNN Code Preparation.en.srt

7.82 KB

019. Other Ways to Forecast.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/019. Other Ways to Forecast.en.srt

7.64 KB

017. Stock Return Predictions Using LSTMs (Part 2).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/017. Stock Return Predictions Using LSTMs (Part 2).en.srt

6.77 KB

014. RNN for Image Classification (Theory).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/014. RNN for Image Classification (Theory).en.srt

6.13 KB

004. Proof That the Linear Model Works.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/004. Proof That the Linear Model Works.en.srt

4.91 KB

015. RNN for Image Classification (Code).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/015. RNN for Image Classification (Code).en.srt

4.75 KB

020. Suggestion Box.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 2 Recurrent Neural Networks (RNNs), Time Series, and Sequence Data/020. Suggestion Box.en.srt

4.63 KB

Chapter 3 Natural Language Processing (NLP)

8 files • 158.59 MB

002. Code Preparation (NLP).mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).mp4

47.84 MB

001. Embeddings.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/001. Embeddings.mp4

45.87 MB

004. Text Classification with LSTMs.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.mp4

40.77 MB

003. Text Preprocessing.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.mp4

24.07 MB

002. Code Preparation (NLP).en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).en.srt

18.01 KB

001. Embeddings.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/001. Embeddings.en.srt

17 KB

004. Text Classification with LSTMs.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/004. Text Classification with LSTMs.en.srt

10.3 KB

003. Text Preprocessing.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.en.srt

6.67 KB

Chapter 1 Welcome

4 files • 46.34 MB

002. Outline.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 1 Welcome/002. Outline.mp4

29.11 MB

001. Introduction.mp4

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 1 Welcome/001. Introduction.mp4

17.22 MB

002. Outline.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 1 Welcome/002. Outline.en.srt

10.03 KB

001. Introduction.en.srt

Deep Learning - Recurrent Neural Networks with TensorFlow/Chapter 1 Welcome/001. Introduction.en.srt

3.92 KB

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