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TORRENT DETAILS
Udacity - Natural Language Processing Nanodegree Nd892 V1.0.0
TORRENT SUMMARY
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Master the skills to get computers to understand, process, and manipulate human language. Build models on real data, and get hands-on experience with sentiment analysis, machine translation, and more.
Part 06-Module 01-Lesson 01_Feature extraction and embeddings Part 12-Module 01-Lesson 01_Embeddings and Word2Vec Part 03-Module 01-Lesson 01_Voice User Interfaces Part 11-Module 01-Lesson 01_TensorFlow Part 05-Module 02-Lesson 01_Jobs in NLP Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill Part 06-Module 01-Lesson 08_Project Machine Translation Part 06-Module 01-Lesson 04_Sequence to Sequence Part 05-Module 01-Lesson 07_Project Part of Speech Tagging Part 07-Module 01-Lesson 03_Speech Recognition Part 05-Module 01-Lesson 08_(Optional) IBM Watson Bookworm Lab Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs Part 02-Module 01-Lesson 01_Building an NLP Pipeline Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask Part 10-Module 01-Lesson 02_Sentiment Prediction RNN Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces Part 08-Module 01-Lesson 01_Recurrent Neural Networks Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM) Part 09-Module 01-Lesson 01_Keras Part 06-Module 01-Lesson 02_Topic Modeling Part 06-Module 01-Lesson 03_Sentiment Analysis Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing Part 13-Module 01-Lesson 01_Project Part of Speech Tagging Part 06-Module 01-Lesson 06_RNN Keras Lab Part 06-Module 01-Lesson 05_Deep Learning Attention Part 05-Module 01-Lesson 02_Udacity Support Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing Part 05-Module 01-Lesson 04_Text Processing Part 04-Module 01-Lesson 01_What's Next Part 07-Module 01-Lesson 04_Project DNN Speech Recognizer Part 05-Module 01-Lesson 03_Intro to NLP Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile
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FILE LIST
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/01. Natural Language Processing-UQBxJzoCp-I.en.vtt
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/01. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/06. Modeling-P4w_2rkxBvE.en.vtt
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/06. Modeling-P4w_2rkxBvE.zh-CN.vtt
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/09. Named Entity Recognition-QUQu2nsE7vE.en.vtt
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/12. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt
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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/13. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt
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Part 03-Module 01-Lesson 01_Voice User Interfaces/10. Language Models-vrrP9fzJGSE.en.vtt
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Part 05-Module 01-Lesson 03_Intro to NLP/01. Intro Arpan-MW5MWOLj064.en.vtt
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Part 05-Module 01-Lesson 03_Intro to NLP/04. Grammar-Jw3dA7xmoQ4.en.vtt
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Part 05-Module 01-Lesson 03_Intro to NLP/08. Natural Language Processing-UQBxJzoCp-I.en.vtt
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Part 05-Module 01-Lesson 03_Intro to NLP/12. Modeling-P4w_2rkxBvE.en.vtt
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Part 05-Module 01-Lesson 03_Intro to NLP/12. Modeling-P4w_2rkxBvE.zh-CN.vtt
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Part 05-Module 01-Lesson 04_Text Processing/01. Text Processing-6LO6I5M18PQ.en.vtt
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Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.en.vtt
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Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt
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Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt
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Part 05-Module 01-Lesson 04_Text Processing/14. Summary-zKYEvRd2XmI.en.vtt
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Part 05-Module 01-Lesson 04_Text Processing/14. Summary-zKYEvRd2XmI.pt-BR.vtt
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Part 05-Module 01-Lesson 04_Text Processing/14. Summary-zKYEvRd2XmI.zh-CN.vtt
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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt
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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt
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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt
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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt
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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/01. 3 Intro POS V1-EbPSP604JJA.en.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/09. NLPND POS 08 Quiz How Many Paths Now V1-TSm1a_EL9Kk.zh-CN.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/10. NLPND POS 09 Quiz Which Path Is More Likely V1-1r1L_nJSzDs.en.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/10. NLPND POS 09 Quiz Which Path Is More Likely V1-1r1L_nJSzDs.zh-CN.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/11. NLPND POS 10 Solution Which Path Is More Likely V1-1qSN7BhUjDY.en.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/11. NLPND POS 10 Solution Which Path Is More Likely V1-1qSN7BhUjDY.zh-CN.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.zh-CN.vtt
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/15. 4 Outro POS V1-Sv8mSXQT03Y.en.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2-It6AEuSDQw0.ar.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.ar.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.en.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.en.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt
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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt
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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/01. Feature Extraction-Bd6TJB8eVLQ.en.vtt
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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt
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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt
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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt
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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/10. NLP Summary-B9ul8fsQYOA.en.vtt
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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/10. NLP Summary-B9ul8fsQYOA.zh-CN.vtt
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Part 06-Module 01-Lesson 02_Topic Modeling/11. Latent Dirichlet Alocation-2wn8pNa6mg0.en.vtt
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Part 06-Module 01-Lesson 02_Topic Modeling/11. Latent Dirichlet Alocation-2wn8pNa6mg0.zh-CN.vtt
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Part 06-Module 01-Lesson 02_Topic Modeling/15. Outro-y8vecBYUFPo.en.vtt
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Part 06-Module 01-Lesson 02_Topic Modeling/15. Outro-y8vecBYUFPo.zh-CN.vtt
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Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models-vrrP9fzJGSE.en.vtt
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Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models-vrrP9fzJGSE.zh-CN.vtt
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Part 07-Module 01-Lesson 03_Speech Recognition/20. A New Paradigm-ojI5SVJ7Pas.zh-CN.vtt
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Part 07-Module 01-Lesson 03_Speech Recognition/24. Outro-xMXF5PQxHnk.en.vtt
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Part 07-Module 01-Lesson 03_Speech Recognition/24. Outro-xMXF5PQxHnk.zh-CN.vtt
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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/06. Forget Gate-iWxpfxLUPSU.en.vtt
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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt
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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/07. Remember Gate-0qlm86HaXuU.en.vtt
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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/07. Remember Gate-0qlm86HaXuU.zh-CN.vtt
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Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.en.vtt
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Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.pt-BR.vtt
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Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.zh-CN.vtt
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Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.en.vtt
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Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.pt-BR.vtt
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Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.zh-CN.vtt
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Part 11-Module 01-Lesson 01_TensorFlow/img/linear-equation.gif
