CDR023 | 4CDB1C89CD5BED416B9881BE0525379008406985

CDR023

Name	CDR023	DOWNLOAD Copy Link
Total Size	521.1 MB
Total Files	180
Hash	4CDB1C89CD5BED416B9881BE0525379008406985

/.../01_course-overview/
01_01_course-introduction.en.srt	2.9 KB
01_01_course-introduction.en.txt	1.8 KB
01_01_course-introduction.mp4	3.8 MB
01_02_getting-started-with-google-cloud-platform-and-qwiklabs.en.srt	5.1 KB
01_02_getting-started-with-google-cloud-platform-and-qwiklabs.en.txt	3.1 KB
01_02_getting-started-with-google-cloud-platform-and-qwiklabs.mp4	5.9 MB
/.../02_working-with-sequences/
02_01_sequence-data-and-models.en.srt	8.6 KB
02_01_sequence-data-and-models.en.txt	5.2 KB
02_01_sequence-data-and-models.mp4	14.4 MB
02_02_from-sequences-to-inputs.en.srt	4.3 KB
02_02_from-sequences-to-inputs.en.txt	2.8 KB
02_02_from-sequences-to-inputs.mp4	6.9 MB
/.../03_modeling-sequences-with-linear-models/
03_01_modeling-sequences-with-linear-models.en.srt	4.6 KB
03_01_modeling-sequences-with-linear-models.en.txt	2.9 KB
03_01_modeling-sequences-with-linear-models.mp4	5.7 MB
03_02_lab-intro-using-linear-models-for-sequences.en.srt	0.6 KB
03_02_lab-intro-using-linear-models-for-sequences.en.txt	0.4 KB
03_02_lab-intro-using-linear-models-for-sequences.mp4	843.1 KB
03_03_lab-solution-using-linear-models-for-sequences.en.srt	12.5 KB
03_03_lab-solution-using-linear-models-for-sequences.en.txt	7.7 KB
03_03_lab-solution-using-linear-models-for-sequences.mp4	14.8 MB
/.../04_modeling-sequences-with-dnns/
04_01_modeling-sequences-with-dnns.en.srt	4.6 KB
04_01_modeling-sequences-with-dnns.en.txt	2.8 KB
04_01_modeling-sequences-with-dnns.mp4	7.3 MB
04_02_lab-intro-using-dnns-for-sequences.en.srt	0.6 KB
04_02_lab-intro-using-dnns-for-sequences.en.txt	0.4 KB
04_02_lab-intro-using-dnns-for-sequences.mp4	834.8 KB
04_03_lab-solution-using-dnns-for-sequences.en.srt	3.6 KB
04_03_lab-solution-using-dnns-for-sequences.en.txt	2.3 KB
04_03_lab-solution-using-dnns-for-sequences.mp4	4.8 MB
/.../05_modeling-sequences-with-cnns/
05_01_modeling-sequences-with-cnns.en.srt	5.6 KB
05_01_modeling-sequences-with-cnns.en.txt	3.5 KB
05_01_modeling-sequences-with-cnns.mp4	7.3 MB
05_02_lab-intro-using-cnns-for-sequences.en.srt	0.6 KB
05_02_lab-intro-using-cnns-for-sequences.en.txt	0.4 KB
05_02_lab-intro-using-cnns-for-sequences.mp4	813.2 KB
05_03_lab-solution-using-cnns-for-sequences.en.srt	6.3 KB
05_03_lab-solution-using-cnns-for-sequences.en.txt	3.8 KB
05_03_lab-solution-using-cnns-for-sequences.mp4	6.5 MB
/.../06_the-variable-length-problem/
06_01_the-variable-length-problem.en.srt	7.4 KB
06_01_the-variable-length-problem.en.txt	4.6 KB
06_01_the-variable-length-problem.mp4	11.6 MB
/.../01_recurrent-neural-networks/
01_01_introducing-recurrent-neural-networks.en.srt	5.7 KB
01_01_introducing-recurrent-neural-networks.en.txt	3.6 KB
01_01_introducing-recurrent-neural-networks.mp4	8.8 MB
01_02_how-rnns-represent-the-past.en.srt	7.6 KB
01_02_how-rnns-represent-the-past.en.txt	4.7 KB
01_02_how-rnns-represent-the-past.mp4	9.5 MB
01_03_the-limits-of-what-rnns-can-represent.en.srt	8.6 KB
01_03_the-limits-of-what-rnns-can-represent.en.txt	5.3 KB
01_03_the-limits-of-what-rnns-can-represent.mp4	13.2 MB
01_04_the-vanishing-gradient-problem.en.srt	3.4 KB
01_04_the-vanishing-gradient-problem.en.txt	2.1 KB
01_04_the-vanishing-gradient-problem.mp4	5.2 MB
/.../01_lstms-grus-and-rnns-in-tensorflow/
01_01_introduction.en.srt	4.1 KB
01_01_introduction.en.txt	2.5 KB
01_01_introduction.mp4	4.3 MB
01_02_lstms-and-grus.en.srt	8.8 KB
01_02_lstms-and-grus.en.txt	5.4 KB
01_02_lstms-and-grus.mp4	8.2 MB
01_03_rnns-in-tensorflow.en.srt	2.8 KB
01_03_rnns-in-tensorflow.en.txt	1.7 KB
01_03_rnns-in-tensorflow.mp4	3.3 MB
01_04_lab-intro-time-series-prediction-end-to-end-rnn.en.srt	1.0 KB
01_04_lab-intro-time-series-prediction-end-to-end-rnn.en.txt	0.6 KB
01_04_lab-intro-time-series-prediction-end-to-end-rnn.mp4	2.0 MB
01_05_lab-solution-time-series-prediction-end-to-end-rnn.en.srt	10.9 KB
01_05_lab-solution-time-series-prediction-end-to-end-rnn.en.txt	6.7 KB
01_05_lab-solution-time-series-prediction-end-to-end-rnn.mp4	17.6 MB
/.../02_deep-rnns/
02_01_deep-rnns.en.srt	2.0 KB
02_01_deep-rnns.en.txt	1.2 KB
02_01_deep-rnns.mp4	2.2 MB
02_02_lab-intro-time-series-prediction-end-to-end-rnn2.en.srt	0.6 KB
02_02_lab-intro-time-series-prediction-end-to-end-rnn2.en.txt	0.4 KB
02_02_lab-intro-time-series-prediction-end-to-end-rnn2.mp4	1.1 MB
02_03_lab-solution-time-series-prediction-end-to-end-rnn2.en.srt	7.2 KB
02_03_lab-solution-time-series-prediction-end-to-end-rnn2.en.txt	4.3 KB
02_03_lab-solution-time-series-prediction-end-to-end-rnn2.mp4	11.0 MB
/.../03_improving-our-loss-function/
03_01_improving-our-loss-function.en.srt	3.9 KB
03_01_improving-our-loss-function.en.txt	2.4 KB
03_01_improving-our-loss-function.mp4	3.5 MB
03_02_demo-time-series-prediction-end-to-end-rnnn.en.srt	4.9 KB
03_02_demo-time-series-prediction-end-to-end-rnnn.en.txt	3.0 KB
03_02_demo-time-series-prediction-end-to-end-rnnn.mp4	6.1 MB
03_03_working-with-real-data.en.srt	15.1 KB
03_03_working-with-real-data.en.txt	9.0 KB
03_03_working-with-real-data.mp4	26.3 MB
03_04_lab-intro-time-series-prediction-temperature-from-weather-data.en.srt	1.3 KB
03_04_lab-intro-time-series-prediction-temperature-from-weather-data.en.txt	0.8 KB
03_04_lab-intro-time-series-prediction-temperature-from-weather-data.mp4	2.7 MB
03_05_lab-solution-time-series-prediction-temperature-from-weather-data.en.srt	14.8 KB
03_05_lab-solution-time-series-prediction-temperature-from-weather-data.en.txt	8.8 KB
03_05_lab-solution-time-series-prediction-temperature-from-weather-data.mp4	24.2 MB
/04_summary/
04_01_summary.en.srt	1.5 KB
04_01_summary.en.txt	0.9 KB
04_01_summary.mp4	3.0 MB
/01_introduction/
01_01_working-with-text.en.srt	1.9 KB
01_01_working-with-text.en.txt	1.1 KB
01_01_working-with-text.mp4	3.1 MB
01_02_text-classification.en.srt	9.1 KB
01_02_text-classification.en.txt	5.5 KB
01_02_text-classification.mp4	11.5 MB
/.../02_selecting-a-model/
02_01_selecting-a-model.en.srt	3.4 KB
02_01_selecting-a-model.en.txt	2.1 KB
02_01_selecting-a-model.mp4	4.2 MB
02_02_lab-intro-text-classification.en.srt	1.0 KB
02_02_lab-intro-text-classification.en.txt	0.7 KB
02_02_lab-intro-text-classification.mp4	2.1 MB
02_03_lab-solution-text-classification.en.srt	12.3 KB
02_03_lab-solution-text-classification.en.txt	7.4 KB
02_03_lab-solution-text-classification.mp4	21.6 MB
/.../03_python-vs-native-tensorflow/
03_01_python-vs-native-tensorflow.en.srt	5.7 KB
03_01_python-vs-native-tensorflow.en.txt	3.6 KB
03_01_python-vs-native-tensorflow.mp4	7.2 MB
03_02_demo-text-classification-with-native-tensorflow.en.srt	8.9 KB
03_02_demo-text-classification-with-native-tensorflow.en.txt	5.6 KB
03_02_demo-text-classification-with-native-tensorflow.mp4	9.8 MB
03_03_summary.en.srt	1.6 KB
03_03_summary.en.txt	1.1 KB
03_03_summary.mp4	2.6 MB
/.../01_word-embeddings/
01_01_historical-methods-of-making-word-embeddings.en.srt	10.0 KB
01_01_historical-methods-of-making-word-embeddings.en.txt	6.3 KB
01_01_historical-methods-of-making-word-embeddings.mp4	15.8 MB
01_02_modern-methods-of-making-word-embeddings.en.srt	15.4 KB
01_02_modern-methods-of-making-word-embeddings.en.txt	9.5 KB
01_02_modern-methods-of-making-word-embeddings.mp4	20.8 MB
/.../02_tensorflow-hub/
02_01_introducing-tensorflow-hub.en.srt	2.7 KB
02_01_introducing-tensorflow-hub.en.txt	1.7 KB
02_01_introducing-tensorflow-hub.mp4	4.5 MB
02_02_lab-intro-evaluating-a-pre-trained-embedding-from-tensorflow-hub.en.srt	0.7 KB
02_02_lab-intro-evaluating-a-pre-trained-embedding-from-tensorflow-hub.en.txt	0.4 KB
02_02_lab-intro-evaluating-a-pre-trained-embedding-from-tensorflow-hub.mp4	1.1 MB
02_03_lab-solution-tensorflow-hub.en.srt	17.0 KB
02_03_lab-solution-tensorflow-hub.en.txt	10.4 KB
02_03_lab-solution-tensorflow-hub.mp4	18.5 MB
02_04_using-tensorflow-hub-within-an-estimator.en.srt	2.1 KB
02_04_using-tensorflow-hub-within-an-estimator.en.txt	1.3 KB
02_04_using-tensorflow-hub-within-an-estimator.mp4	3.3 MB
/.../01_encoder-decoder-networks/
01_01_introducing-encoder-decoder-networks.en.srt	7.7 KB
01_01_introducing-encoder-decoder-networks.en.txt	4.6 KB
01_01_introducing-encoder-decoder-networks.mp4	12.8 MB
01_02_attention-networks.en.srt	3.9 KB
01_02_attention-networks.en.txt	2.2 KB
01_02_attention-networks.mp4	5.2 MB
01_03_training-encoder-decoder-models-with-tensorflow.en.srt	5.3 KB
01_03_training-encoder-decoder-models-with-tensorflow.en.txt	3.3 KB
01_03_training-encoder-decoder-models-with-tensorflow.mp4	9.2 MB
01_04_introducing-tensor2tensor.en.srt	9.3 KB
01_04_introducing-tensor2tensor.en.txt	5.6 KB
01_04_introducing-tensor2tensor.mp4	18.6 MB
01_05_lab-intro-cloud-poetry-training-custom-text-models-on-cloud-ai-platform.en.srt	1.1 KB
01_05_lab-intro-cloud-poetry-training-custom-text-models-on-cloud-ai-platform.en.txt	0.6 KB
01_05_lab-intro-cloud-poetry-training-custom-text-models-on-cloud-ai-platform.mp4	2.4 MB
01_06_lab-solution-cloud-poetry-training-custom-text-models-on-cloud-ai-platform.en.srt	16.0 KB
01_06_lab-solution-cloud-poetry-training-custom-text-models-on-cloud-ai-platform.en.txt	9.5 KB
01_06_lab-solution-cloud-poetry-training-custom-text-models-on-cloud-ai-platform.mp4	44.4 MB
/.../02_automl-and-dialogflow/
02_01_automl-translation.en.srt	4.1 KB
02_01_automl-translation.en.txt	2.4 KB
02_01_automl-translation.mp4	5.9 MB
02_02_dialogflow.en.srt	5.4 KB
02_02_dialogflow.en.txt	3.4 KB
02_02_dialogflow.mp4	13.7 MB
02_03_lab-intro-introducing-dialogflow.en.srt	0.9 KB
02_03_lab-intro-introducing-dialogflow.en.txt	0.5 KB
02_03_lab-intro-introducing-dialogflow.mp4	1.8 MB
02_04_lab-solution-dialogflow.en.srt	10.0 KB
02_04_lab-solution-dialogflow.en.txt	5.7 KB
02_04_lab-solution-dialogflow.mp4	16.2 MB
/07_summary/01_summary/
01_01_summary.en.srt	6.3 KB
01_01_summary.en.txt	3.9 KB
01_01_summary.mp4	8.0 MB
/.../01_course-slides/
01_01__0._Introduction.pdf	176.3 KB
01_01__1._Working_with_Sequences.pdf	3.6 MB
01_01__2._Recurrent_Neural_Networks_RNNs.pdf	1.5 MB
01_01__3._Dealing_with_longer_sequences_LSTMs.pdf	807.6 KB
01_01__4._Text_Classification.pdf	1.9 MB
01_01__5._Reusable_Embeddings.pdf	1.1 MB
01_01__6._Encoder-decoder_models.pdf	2.2 MB
01_01__7._Summary.pdf	1.3 MB
01_01__resources.html	2.3 KB
Total files 180