Udacity - Natural Language Processing Nanodegree nd892 v1.0.0

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.zh-CN.vtt

357 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.en.vtt

371 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.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.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.zh-CN.vtt

408 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2-It6AEuSDQw0.zh-CN.vtt

410 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.en.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/08. Quick Fixes #2-It6AEuSDQw0.en.vtt

435 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.zh-CN.vtt

438 B

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

448 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2-It6AEuSDQw0.pt-BR.vtt

453 B

README.txt

454 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.pt-BR.vtt

457 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.pt-BR.vtt

460 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.zh-CN.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

476 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt

490 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.en.vtt

501 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.pt-BR.vtt

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Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.zh-CN.vtt

540 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt

542 B

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

550 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.pt-BR.vtt

551 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.zh-CN.vtt

556 B

Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.pt-BR.vtt

574 B

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

578 B

Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.en.vtt

586 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2-It6AEuSDQw0.ar.vtt

608 B

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/01. 3 Intro POS V1-EbPSP604JJA.zh-CN.vtt

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Part 05-Module 01-Lesson 03_Intro to NLP/04. Grammar-Jw3dA7xmoQ4.zh-CN.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/15. Outro-y8vecBYUFPo.zh-CN.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 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/07. Remember Gate-0qlm86HaXuU.zh-CN.vtt

632 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.en.vtt

634 B

Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.zh-CN.vtt

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt

678 B

Part 06-Module 01-Lesson 02_Topic Modeling/15. Outro-y8vecBYUFPo.en.vtt

679 B

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/10. NLP Summary-B9ul8fsQYOA.en.vtt

688 B

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt

690 B

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/07. Remember Gate-0qlm86HaXuU.pt-BR.vtt

700 B

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/01. 3 Intro POS V1-EbPSP604JJA.en.vtt

702 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.pt-BR.vtt

705 B

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt

716 B

Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.en.vtt

725 B

Part 05-Module 01-Lesson 03_Intro to NLP/04. Grammar-Jw3dA7xmoQ4.en.vtt

727 B

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/07. Remember Gate-0qlm86HaXuU.en.vtt

734 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.ar.vtt

768 B

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.ar.vtt

812 B

Part 03-Module 01-Lesson 01_Voice User Interfaces/10. Language Models-vrrP9fzJGSE.zh-CN.vtt

905 B

Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models-vrrP9fzJGSE.zh-CN.vtt

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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt

970 B

Part 06-Module 01-Lesson 02_Topic Modeling/11. Latent Dirichlet Alocation-2wn8pNa6mg0.zh-CN.vtt

980 B

Part 03-Module 01-Lesson 01_Voice User Interfaces/10. Language Models-vrrP9fzJGSE.en.vtt

981 B

Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models-vrrP9fzJGSE.en.vtt

981 B

Part 05-Module 01-Lesson 04_Text Processing/14. Summary-zKYEvRd2XmI.zh-CN.vtt

984 B

Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt

1.0 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt

1.0 kB

Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.pt-BR.vtt

1.0 kB

Part 05-Module 01-Lesson 03_Intro to NLP/08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt

1.0 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/01. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt

1.0 kB

Part 07-Module 01-Lesson 03_Speech Recognition/24. Outro-xMXF5PQxHnk.zh-CN.vtt

1.0 kB

Part 05-Module 01-Lesson 04_Text Processing/01. Text Processing-6LO6I5M18PQ.zh-CN.vtt

1.1 kB

Part 06-Module 01-Lesson 02_Topic Modeling/11. Latent Dirichlet Alocation-2wn8pNa6mg0.en.vtt

1.1 kB

Part 05-Module 01-Lesson 03_Intro to NLP/12. Modeling-P4w_2rkxBvE.zh-CN.vtt

1.1 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/06. Modeling-P4w_2rkxBvE.zh-CN.vtt

1.1 kB

Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.en.vtt

1.1 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/01. Feature Extraction-Bd6TJB8eVLQ.en.vtt

1.1 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/09. Named Entity Recognition-QUQu2nsE7vE.en.vtt

1.1 kB

Part 05-Module 01-Lesson 04_Text Processing/14. Summary-zKYEvRd2XmI.en.vtt

1.1 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt

1.1 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt

1.1 kB

Part 05-Module 01-Lesson 03_Intro to NLP/08. Natural Language Processing-UQBxJzoCp-I.en.vtt

1.2 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/01. Natural Language Processing-UQBxJzoCp-I.en.vtt

1.2 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.zh-CN.vtt

1.2 kB

Part 07-Module 01-Lesson 03_Speech Recognition/24. Outro-xMXF5PQxHnk.en.vtt

1.2 kB

Part 05-Module 01-Lesson 04_Text Processing/01. Text Processing-6LO6I5M18PQ.en.vtt

1.2 kB

Part 07-Module 01-Lesson 03_Speech Recognition/20. A New Paradigm-ojI5SVJ7Pas.zh-CN.vtt

1.2 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/04. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt

1.2 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/12. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt

1.2 kB

Part 05-Module 01-Lesson 03_Intro to NLP/01. Intro Arpan-MW5MWOLj064.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.pt-BR.vtt

1.2 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.pt-BR.vtt

1.2 kB

Part 05-Module 01-Lesson 03_Intro to NLP/01. Intro Arpan-MW5MWOLj064.en.vtt

1.2 kB

Part 11-Module 01-Lesson 01_TensorFlow/img/linear-equation.gif

1.2 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt

1.2 kB

Part 05-Module 01-Lesson 04_Text Processing/01. Text Processing-6LO6I5M18PQ.pt-BR.vtt

1.2 kB

Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt

1.2 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt

1.2 kB

Part 05-Module 01-Lesson 04_Text Processing/14. Summary-zKYEvRd2XmI.pt-BR.vtt

1.2 kB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.zh-CN.vtt

1.3 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/06. Forget Gate-iWxpfxLUPSU.en.vtt

1.3 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/13. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt

1.3 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/05. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt

1.3 kB

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

1.3 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/06. Modeling-P4w_2rkxBvE.en.vtt

1.3 kB

Part 05-Module 01-Lesson 03_Intro to NLP/12. Modeling-P4w_2rkxBvE.en.vtt

1.3 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2-elZCLxVvJrY.zh-CN.vtt

1.3 kB

Part 05-Module 01-Lesson 03_Intro to NLP/08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt

1.3 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/01. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt

1.3 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-ncFtwW5urHk.zh-CN.vtt

1.3 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt

1.3 kB

Part 07-Module 01-Lesson 03_Speech Recognition/img/eqn-bigram-mle.png

1.3 kB

Part 07-Module 01-Lesson 03_Speech Recognition/20. A New Paradigm-ojI5SVJ7Pas.en.vtt

1.3 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt

1.3 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.en.vtt

1.3 kB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.zh-CN.vtt

1.3 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt

1.3 kB

Part 06-Module 01-Lesson 02_Topic Modeling/01. Introduction-pmpHsYaKxr0.zh-CN.vtt

1.4 kB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.en.vtt

1.4 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-ncFtwW5urHk.en.vtt

1.4 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/04. One-Hot Encoding-a0j1CDXFYZI.en.vtt

1.4 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/12. One-Hot Encoding-a0j1CDXFYZI.en.vtt

1.4 kB

Part 05-Module 01-Lesson 04_Text Processing/10. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt

1.4 kB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt

1.4 kB

Part 07-Module 01-Lesson 03_Speech Recognition/img/eqn-jointprob-words-in-sentence.png

1.4 kB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/05. NLPND POS 04 When Bigrams Wont Work V1-WgbJR7CyfQY.zh-CN.vtt

1.4 kB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/09. Regra da cadeia-YAhIBOnbt54.zh-CN.vtt

1.4 kB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt

1.4 kB

Part 05-Module 01-Lesson 03_Intro to NLP/12. Modeling-P4w_2rkxBvE.pt-BR.vtt

1.4 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/06. Modeling-P4w_2rkxBvE.pt-BR.vtt

1.4 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt

1.5 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2-elZCLxVvJrY.en.vtt

1.5 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-ncFtwW5urHk.pt-BR.vtt

1.5 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt

1.5 kB

Part 05-Module 01-Lesson 04_Text Processing/11. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt

1.5 kB

Part 07-Module 01-Lesson 03_Speech Recognition/img/eqn-markov-assumption-ngrams.png

1.5 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/04. LSTM Architecture-ycwthhdx8ws.en.vtt

1.5 kB

Part 05-Module 01-Lesson 03_Intro to NLP/02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt

1.5 kB

Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/03. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt

1.5 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt

1.5 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt

1.5 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt

1.5 kB

Part 05-Module 01-Lesson 03_Intro to NLP/03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt

1.5 kB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.en.vtt

1.5 kB

Part 06-Module 01-Lesson 02_Topic Modeling/01. Introduction-pmpHsYaKxr0.en.vtt

1.5 kB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/09. NLPND POS 08 Quiz How Many Paths Now V1-TSm1a_EL9Kk.en.vtt

1.5 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt

1.5 kB

Part 05-Module 01-Lesson 03_Intro to NLP/09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt

1.5 kB

Part 05-Module 01-Lesson 03_Intro to NLP/05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt

1.5 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/05. Word Embeddings-4mM_S9L2_JQ.en.vtt

1.5 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/13. Word Embeddings-4mM_S9L2_JQ.en.vtt

1.5 kB

Part 06-Module 01-Lesson 03_Sentiment Analysis/01. Intro-MXeF39TDdZY.zh-CN.vtt

1.6 kB

Part 05-Module 01-Lesson 04_Text Processing/06. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt

1.6 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/02. Introduction-Vnj2VNQROtI.en.vtt

1.6 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt

1.6 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt

1.6 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/12. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt

1.6 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/04. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt

1.6 kB

Part 05-Module 01-Lesson 04_Text Processing/10. Stop Word Removal-WAU_Ij0GJbw.en.vtt

1.6 kB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/05. NLPND POS 04 When Bigrams Wont Work V1-WgbJR7CyfQY.en.vtt

1.6 kB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.pt-BR.vtt

1.6 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/02. Introduction-Vnj2VNQROtI.zh-CN.vtt

1.6 kB

Part 07-Module 01-Lesson 03_Speech Recognition/img/eqn-addone-bigram-smoothing.png

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Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/03. Welcome to NLP-g-AlFF61p0I.en.vtt

1.6 kB

Part 05-Module 01-Lesson 03_Intro to NLP/02. Welcome to NLP-g-AlFF61p0I.en.vtt

1.6 kB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/09. Regra da cadeia-YAhIBOnbt54.en.vtt

1.6 kB

Part 06-Module 01-Lesson 02_Topic Modeling/12. Sample A Topic-znDgb27W5As.zh-CN.vtt

1.7 kB

Part 06-Module 01-Lesson 05_Deep Learning Attention/03. 03 Attention Overview Encoding V2-IctAnMaVUKc.zh-CN.vtt

1.7 kB

Part 05-Module 01-Lesson 04_Text Processing/11. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt

1.7 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt

1.7 kB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/04. Creating Testing Sets-BRBbrNLz1ho.zh-CN.vtt

1.7 kB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/03. NLPND POS 02 Lookup Table V1-BkbeShOwz6w.zh-CN.vtt

1.7 kB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2-elZCLxVvJrY.pt-BR.vtt

1.7 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt

1.7 kB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/13. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt

1.7 kB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/05. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt

1.7 kB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt

1.7 kB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/09. Regra da cadeia-YAhIBOnbt54.pt-BR.vtt

1.7 kB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/04. Creating Testing Sets-BRBbrNLz1ho.pt-BR.vtt

1.7 kB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/08. NLPND POS 07 Solution How Many Paths V1-5ZITaEcNMpM.en.vtt

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Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/01. Intro NLP-6myHs4e71Ys.zh-CN.vtt

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/11. Other Architectures-MsxFDuYlTuQ.en.vtt

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt

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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/03. TF-IDF-XZBiBIRcACE.en.vtt

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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/11. TF-IDF-XZBiBIRcACE.en.vtt

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt

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Part 07-Module 01-Lesson 03_Speech Recognition/12. Voice Data Lab Introduction-9072Yx9hOXk.en.vtt

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Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/06. Batches Solution-DdfR0RjSC-Q.zh-CN.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/06. 05 Attention Encoder V2-sphe9LDT4rA.zh-CN.vtt

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/11. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt

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Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/01. Intro NLP-6myHs4e71Ys.en.vtt

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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/09. T-SNE-xxcK8oZ6_WE.pt-BR.vtt

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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/14. T-SNE-xxcK8oZ6_WE.pt-BR.vtt

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/22. Andrew Trask - Outro-nIF0GLOQglQ.zh-CN.vtt

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Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/06. Batches Solution-DdfR0RjSC-Q.pt-BR.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.en.vtt

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt

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Part 03-Module 01-Lesson 01_Voice User Interfaces/01. Welcome-zYDIgmGo4Xc.en.vtt

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Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/01. Welcome-zYDIgmGo4Xc.en.vtt

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Part 06-Module 01-Lesson 02_Topic Modeling/13. Sample A Word-FckwjJOm9Qk.zh-CN.vtt

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Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/08. Negative Sampling-gW17AHBKbHY.en.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.en.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/04. 03 RNN Applications V3 Final-6JbTNARuKII.zh-CN.vtt

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Part 05-Module 01-Lesson 04_Text Processing/09. Tokenization-4Ieotbeh4u8.zh-CN.vtt

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Part 06-Module 01-Lesson 04_Sequence to Sequence/04. Applications seq2seq-tDJBDwriJYQ.en.vtt

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/05. Learn Gate-aVHVI7ovbHY.en.vtt

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Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/06. Batches Solution-DdfR0RjSC-Q.en.vtt

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt

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Part 06-Module 01-Lesson 02_Topic Modeling/05. Matrix Multiplication-8GE2EvgdG1Y.zh-CN.vtt

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.pt-BR.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/04. 03 RNN Applications V3 Final-6JbTNARuKII.en.vtt

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/22. Andrew Trask - Outro-nIF0GLOQglQ.en-US.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/04. 04 Attention Overview Decoding V2-DJxiPd585GY.zh-CN.vtt

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Part 03-Module 01-Lesson 01_Voice User Interfaces/07. Phonetics-v3lz8t0ZWnQ.zh-CN.vtt

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Part 07-Module 01-Lesson 03_Speech Recognition/09. Phonetics-v3lz8t0ZWnQ.zh-CN.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.pt-BR.vtt

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/06. 05 Attention Encoder V2-sphe9LDT4rA.en.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.zh-CN.vtt

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Part 06-Module 01-Lesson 02_Topic Modeling/08. Solution Picking Topics-c4_EyKrMzg4.en.vtt

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Part 06-Module 01-Lesson 02_Topic Modeling/13. Sample a Word-6UPqq5xzWpk.en.vtt

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/10. Building a Neural Network-aM2k7RTjjJI.pt-BR.vtt

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Part 05-Module 01-Lesson 04_Text Processing/08. Normalization-eOV2UUY8vtM.zh-CN.vtt

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Part 05-Module 01-Lesson 04_Text Processing/09. Tokenization-4Ieotbeh4u8.en.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/04. 03 RNN Applications V3 Final-6JbTNARuKII.pt-BR.vtt

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Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/06. Towards Augmented Intelligence-6y2B8VKoGTw.zh-CN.vtt

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt

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Part 13-Module 01-Lesson 01_Project Part of Speech Tagging/index.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/index.html

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Part 05-Module 01-Lesson 04_Text Processing/11. Part-of-Speech Tagging.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/03. Why Use an Elevator Pitch.html

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assets/css/fonts/KaTeX_Size2-Regular.woff

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/14. Further Reading.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/04. Guess the Person Now.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/10. Bayesian Learning 3.html

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Part 06-Module 01-Lesson 02_Topic Modeling/13. Sample a Word.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/15. Spam Classifier - Workspace.html

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Part 05-Module 02-Lesson 01_Jobs in NLP/02. Meet the Careers Team.html

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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/01. Overview.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.pt-BR.vtt

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Part 05-Module 01-Lesson 04_Text Processing/02. Coding Exercises.html

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Part 05-Module 01-Lesson 04_Text Processing/08. Normalization.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/14. Project.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 07 FeedForward B V3-kTYbTVh1d0k.zh-CN.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/09. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.pt-BR.vtt

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Part 06-Module 01-Lesson 02_Topic Modeling/16. Notebook Topic Modeling.html

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Part 06-Module 01-Lesson 02_Topic Modeling/17. [SOLUTION] Topic Modeling.html

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/07. Quiz How many paths.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/13. 10 Computer Vision Applications V3-bhWwc4BYTYc.pt-BR.vtt

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Part 13-Module 01-Lesson 01_Project Part of Speech Tagging/Project Description - Part of Speech Tagging.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/06. Attention Encoder.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/07. Attention Decoder.html

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Part 11-Module 01-Lesson 01_TensorFlow/10. Lab NotMNIST in TensorFlow.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/11. Additive Attention.html

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Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/02. VUI Overview-w5QGti1LHzc.en.vtt

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Part 03-Module 01-Lesson 01_Voice User Interfaces/02. VUI Overview-w5QGti1LHzc.en.vtt

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assets/css/fonts/KaTeX_Size1-Regular.woff

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Part 06-Module 01-Lesson 05_Deep Learning Attention/01. 01 Introduction To Attention V2-NCn97L5WbCY.pt-BR.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/10. Multiplicative Attention.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.zh-CN.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/01. Introduction to Attention.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/02. Sequence to Sequence Recap.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/03. Encoding -- Attention Overview.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/04. Decoding -- Attention Overview.html

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Part 07-Module 01-Lesson 03_Speech Recognition/24. Outro.html

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Part 07-Module 01-Lesson 03_Speech Recognition/17. N-Grams.html

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Part 05-Module 02-Lesson 01_Jobs in NLP/04. Your Udacity Professional Profile.html

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Part 07-Module 01-Lesson 03_Speech Recognition/09. Phonetics.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/22. Conclusion.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/04. Framing the Problem.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/16. The Transformer and Self-Attention.html

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Part 07-Module 01-Lesson 03_Speech Recognition/20. A New Paradigm.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/07. Quick Fixes #1.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/18. Further Noise Reduction.html

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Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models.html

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Part 07-Module 01-Lesson 03_Speech Recognition/03. Signal Analysis.html

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Part 07-Module 01-Lesson 03_Speech Recognition/02. Challenges in ASR.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/10. Building a Neural Network.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/13. Understanding Neural Noise.html

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Part 07-Module 01-Lesson 03_Speech Recognition/06. Feature Extraction with MFCC.html

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Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/03. Get Access to GPU Instances.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/07. Transforming Text into Numbers.html

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/09. Quiz How many paths now.html

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Part 07-Module 01-Lesson 03_Speech Recognition/01. Intro.html

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Part 05-Module 01-Lesson 07_Project Part of Speech Tagging/Project Description - Part of Speech Tagging.html

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Part 07-Module 01-Lesson 03_Speech Recognition/15. HMMs in Speech Recognition.html

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Part 07-Module 01-Lesson 03_Speech Recognition/12. Voice Data Lab Introduction.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/04. Good GitHub repository.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/05. Interview with Art - Part 1.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/10. Interview with Art - Part 2.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/14. Interview with Art - Part 3.html

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Part 07-Module 01-Lesson 03_Speech Recognition/21. Deep Neural Networks as Speech Models.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/15. Understanding Inefficiencies in our Network.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/19. Outro.html

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Part 07-Module 01-Lesson 03_Speech Recognition/14. Acoustic Models and the Trouble with Time.html

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Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/02. Embeddings Intro.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/Project Description - Improve Your LinkedIn Profile.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.zh-CN.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/15. Other Attention Methods.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/17. Notebook Attention Basics.html

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Part 06-Module 01-Lesson 02_Topic Modeling/18. Next Steps.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/18. [SOLUTION] Attention Basics.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/06. Mini Project 1 Solution.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/17. Mini Project 5 Solution.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/12. Mini Project 3 Solution.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/09. Mini Project 2 Solution.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/01. Meet Andrew.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-06-at-2.05.19-pm.png

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Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/01. Overview.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/09. Bahdanau and Luong Attention.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/13. Building a Spam Classifier.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/03. The Notebooks.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/21. Analysis What's Going on in the Weights.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/02. Introduction.html

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Part 06-Module 01-Lesson 02_Topic Modeling/07. Quiz Picking Topics.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/20. Mini Project 6 Solution.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/03. GitHub profile important items.html

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Part 05-Module 01-Lesson 03_Intro to NLP/04. Grammar.html

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Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/02. Sentiment Prediction-uGN3rZJRiMY.pt-BR.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/01. Introducing Ortal .html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects.html

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Part 05-Module 01-Lesson 02_Udacity Support/01. Udacity Support.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/12. Up Next.html

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Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/03. Community Guidelines.html

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Part 06-Module 01-Lesson 03_Sentiment Analysis/05. Sentiment Analysis with RNN.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/06. Quiz False Positives.html

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Part 05-Module 01-Lesson 04_Text Processing/07. Cleaning-qawXp9DPV6I.zh-CN.vtt

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/05. Mini Project 1.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/17. Next Steps.html

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Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/10. Quiz.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/14. RNN- Unfolded Model.html

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/10. Quiz Which path is more likely.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/26. Wrap Up.html

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Part 03-Module 01-Lesson 01_Voice User Interfaces/08. Quiz Phonetics.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/04. Create Your Elevator Pitch.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/14. Mini Project 4.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 07 FeedForward B V3-kTYbTVh1d0k.en.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/10. 08 Multiplicative Attention V2-1-OwCgrx1eQ.en.vtt

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Part 06-Module 01-Lesson 02_Topic Modeling/03. Bag of Words.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/11. Naive Bayes Algorithm 1.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages.html

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Part 06-Module 01-Lesson 02_Topic Modeling/04. Latent Variables.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/16. RNN- Example.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.pt-BR.vtt

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/04. Framing the Problem-IsTOnkAKaJw.pt-BR.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 07 FeedForward B V3-kTYbTVh1d0k.pt-BR.vtt

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/11. Boost Your Visibility.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2.html

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Part 05-Module 01-Lesson 03_Intro to NLP/05. Unstructured Text.html

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Part 05-Module 01-Lesson 08_(Optional) IBM Watson Bookworm Lab/03. Tasks.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/02. Use Your Story to Stand Out.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/13. Computer Vision Applications.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/14. NLP Application Google Neural Machine Translation.html

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Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/02. Sentiment Prediction-uGN3rZJRiMY.zh-CN.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/02. RNN Introduction.html

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Part 11-Module 01-Lesson 01_TensorFlow/11. Two-layer Neural Network.html

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assets/css/fonts/KaTeX_Size3-Regular.ttf

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/17. Mini Project 5 Solution-Hv86B_jjWTI.zh-CN.vtt

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/Project Description - Optimize Your GitHub Profile.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.zh-CN.vtt

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Part 07-Module 01-Lesson 03_Speech Recognition/23. References Deep Neural Network ASR.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/12. Additive and Multiplicative Attention.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/17. Mini Project 5 Solution-Hv86B_jjWTI.pt-BR.vtt

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Part 05-Module 01-Lesson 04_Text Processing/07. Cleaning-qawXp9DPV6I.en.vtt

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Part 06-Module 01-Lesson 05_Deep Learning Attention/10. 08 Multiplicative Attention V2-1-OwCgrx1eQ.pt-BR.vtt

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Part 13-Module 01-Lesson 01_Project Part of Speech Tagging/01. Introduction.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/04. Framing the Problem-IsTOnkAKaJw.zh-CN.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.en.vtt

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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/03. Tasks.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/16. Mini Project 5.html

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Part 11-Module 01-Lesson 01_TensorFlow/01. Intro.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/11. Mini Project 3.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.pt-BR.vtt

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/19. Mini Project 6.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.en.vtt

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Part 05-Module 01-Lesson 07_Project Part of Speech Tagging/02. Introduction.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-06-at-2.45.22-pm.png

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/10. Reaching Out on LinkedIn.html

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Part 05-Module 01-Lesson 03_Intro to NLP/03. Structured Languages.html

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Part 11-Module 01-Lesson 01_TensorFlow/09. Pre-Lab NotMNIST in TensorFlow.html

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Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/02. Sentiment Prediction-uGN3rZJRiMY.en.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/21. BPTT Quiz 2.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/06. Create Your Profile With SEO In Mind.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/15. Unfolded Model Quiz.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/04. Framing the Problem-IsTOnkAKaJw.en.vtt

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Part 11-Module 01-Lesson 01_TensorFlow/02. Installing TensorFlow.html

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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/07. Quiz Split Sentences.html

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Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/05. Remotely Connecting to Your Instance.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/06. Mini Project 1 Solution-l4r5l0HvHRI.en.vtt

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Part 07-Module 01-Lesson 03_Speech Recognition/11. Quiz Phonetics.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/06. Mini Project 1 Solution-l4r5l0HvHRI.zh-CN.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/04. RNN Applications.html

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Part 11-Module 01-Lesson 01_TensorFlow/03. Hello, Tensor World!.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/08. Work Experiences Accomplishments.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/Project Rubric - Optimize Your GitHub Profile.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/05. Use Your Elevator Pitch on LinkedIn.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.pt-BR.vtt

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Part 06-Module 01-Lesson 08_Project Machine Translation/Project Rubric - Project Machine Translation.html

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Part 06-Module 01-Lesson 08_Project Machine Translation/Project Description - Project Machine Translation.html

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Part 05-Module 01-Lesson 04_Text Processing/07. Cleaning-qawXp9DPV6I.pt-BR.vtt

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/20. BPTT Quiz 1.html

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Part 13-Module 01-Lesson 01_Project Part of Speech Tagging/Project Rubric - Part of Speech Tagging.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/08. Attention Encoder Decoder.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/02. Materials.html

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Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/04. Launch Your Instance.html

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Part 05-Module 01-Lesson 03_Intro to NLP/06. Counting Words.html

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Part 06-Module 01-Lesson 05_Deep Learning Attention/05. Attention Overview.html

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Part 11-Module 01-Lesson 01_TensorFlow/05. Quiz TensorFlow Softmax.html

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Part 03-Module 01-Lesson 01_Voice User Interfaces/04. Conversational AI with Alexa-1EU8jusdLZI.zh-CN.vtt

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.en.vtt

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Part 05-Module 01-Lesson 07_Project Part of Speech Tagging/Project Rubric - Part of Speech Tagging.html

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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/04. Counting Words.html

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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/04. Deploying Your Skill.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/11. Commit messages best practices.html

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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/08. Mini Project 2.html

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Part 07-Module 01-Lesson 03_Speech Recognition/19. References Traditional ASR.html

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/08. Bayesian Learning 1.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/12. RNN (part a).html

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Part 11-Module 01-Lesson 01_TensorFlow/06. Quiz TensorFlow Cross Entropy.html

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Part 09-Module 01-Lesson 01_Keras/07. Pre-Lab IMDB Data in Keras.html

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Part 03-Module 01-Lesson 01_Voice User Interfaces/05. Lab Space Geek.html

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Part 06-Module 01-Lesson 08_Project Machine Translation/02. Workspaces Best Practices.html

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Part 07-Module 01-Lesson 04_Project DNN Speech Recognizer/03. Workspaces Best Practices.html

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/25. From RNN to LSTM.html

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/09. Build and Strengthen Your Network.html

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile.html

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Part 07-Module 01-Lesson 03_Speech Recognition/04. References Signal Analysis.html

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Part 07-Module 01-Lesson 03_Speech Recognition/08. Quiz MFCC.html

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assets/css/fonts/KaTeX_Caligraphic-Regular.woff2

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Part 05-Module 01-Lesson 04_Text Processing/04. Workspaces Best Practices.html

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Part 03-Module 01-Lesson 01_Voice User Interfaces/04. Conversational AI with Alexa-1EU8jusdLZI.en.vtt

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assets/css/fonts/KaTeX_Caligraphic-Bold.woff2

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/07. Feedforward Quiz.html

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Part 05-Module 01-Lesson 08_(Optional) IBM Watson Bookworm Lab/img/watson-logo.png

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/screen-shot-2018-02-23-at-5.11.40-pm.png

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-08-at-3.43.34-pm.png

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Part 04-Module 01-Lesson 01_What's Next/img/aind-slides.008.1200x900.jpg

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Part 06-Module 01-Lesson 02_Topic Modeling/15. Outro-y8vecBYUFPo.mp4

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Part 07-Module 01-Lesson 03_Speech Recognition/img/helloworld-spectrogram.png

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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/alexa-simulator.png

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Part 07-Module 01-Lesson 03_Speech Recognition/img/spectrogram.png

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Part 02-Module 01-Lesson 01_Building an NLP Pipeline/09. Named Entity Recognition-QUQu2nsE7vE.mp4

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/01. 3 Intro POS V1-EbPSP604JJA.mp4

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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/screen-shot-2018-09-21-at-11.36.43-am.png

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Part 06-Module 01-Lesson 05_Deep Learning Attention/img/jihadsquare.jpg

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Part 06-Module 01-Lesson 04_Sequence to Sequence/img/jihadsquare.jpg

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Part 06-Module 01-Lesson 06_RNN Keras Lab/img/jihadsquare.jpg

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Part 06-Module 01-Lesson 05_Deep Learning Attention/03. 03 Attention Overview Encoding V2-IctAnMaVUKc.mp4

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Part 05-Module 01-Lesson 04_Text Processing/01. Text Processing-6LO6I5M18PQ.mp4

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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4

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Part 05-Module 01-Lesson 04_Text Processing/10. Stop Word Removal-WAU_Ij0GJbw.mp4

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Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/img/screen-shot-2018-03-22-at-2.19.44-pm.png

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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/03. TF-IDF-XZBiBIRcACE.mp4

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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/08. NLPND POS 07 Solution How Many Paths V1-5ZITaEcNMpM.mp4

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Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/04. Creating Testing Sets-BRBbrNLz1ho.mp4

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Part 05-Module 01-Lesson 03_Intro to NLP/04. Grammar-Jw3dA7xmoQ4.mp4

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Part 05-Module 01-Lesson 04_Text Processing/11. Part-of-Speech Tagging-WFEu8bXI5OA.mp4

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Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.mp4

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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-10-27-at-1.29.13-pm.png

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.mp4

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Part 06-Module 01-Lesson 04_Sequence to Sequence/04. Applications seq2seq-tDJBDwriJYQ.mp4

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Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.mp4

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Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models-vrrP9fzJGSE.mp4

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Part 03-Module 01-Lesson 01_Voice User Interfaces/10. Language Models-vrrP9fzJGSE.mp4

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Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.mp4

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Part 06-Module 01-Lesson 03_Sentiment Analysis/02. Sentiment Analysis 1-5aIgZ3llgSo.mp4

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Part 07-Module 01-Lesson 03_Speech Recognition/09. Phonetics-v3lz8t0ZWnQ.mp4

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Part 07-Module 01-Lesson 03_Speech Recognition/21. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.mp4

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Part 06-Module 01-Lesson 01_Feature extraction and embeddings/07. GloVe-KK3PMIiIn8o.mp4

3.8 MB

Part 07-Module 01-Lesson 03_Speech Recognition/15. HMMs in Speech Recognition-9H2wP7g9d1g.mp4

3.8 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/06. Batches Solution-DdfR0RjSC-Q.mp4

3.9 MB

Part 07-Module 01-Lesson 03_Speech Recognition/20. A New Paradigm-ojI5SVJ7Pas.mp4

3.9 MB

Part 06-Module 01-Lesson 02_Topic Modeling/09. Beta Distributions-jR4sf50AFio.mp4

3.9 MB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/07. Quick Fixes-Lb9e2KemR6I.mp4

4.0 MB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/02. Bag Of Words-A7M1z8yLl0w.mp4

4.0 MB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/10. Bag Of Words-A7M1z8yLl0w.mp4

4.0 MB

Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/03. LSTM Basics-gjb68a4XsqE.mp4

4.0 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/08. Negative Sampling-gW17AHBKbHY.mp4

4.2 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/11. 09 Additive Attention V2-93VfVWZ-IvY.mp4

4.2 MB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/07. NLPND POS 06 Quiz How Many Paths V1-k8FFLUKm_Bo.mp4

4.4 MB

Part 07-Module 01-Lesson 03_Speech Recognition/24. Outro-xMXF5PQxHnk.mp4

4.4 MB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/06. NLPND POS 05 Hidden Markov Models V1-aQsYnmio9_E.mp4

4.4 MB

Part 06-Module 01-Lesson 04_Sequence to Sequence/05. Architecture encoder decoder-dkHdEAJnV_w.mp4

4.5 MB

Part 05-Module 01-Lesson 03_Intro to NLP/07. Context-J-4pfu2w1C0.mp4

4.6 MB

Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/04. Context-J-4pfu2w1C0.mp4

4.6 MB

Part 05-Module 01-Lesson 03_Intro to NLP/05. Unstructured Text-OmwSdaec5vU.mp4

4.6 MB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/08. Embeddings For Deep Learning-gj8u1KG0H2w.mp4

4.7 MB

Part 05-Module 01-Lesson 04_Text Processing/13. Stemming And Lemmatization-7Gjf81u5hmw.mp4

4.9 MB

Part 05-Module 01-Lesson 03_Intro to NLP/02. Welcome to NLP-g-AlFF61p0I.mp4

5.0 MB

Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/03. Welcome to NLP-g-AlFF61p0I.mp4

5.0 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4

5.1 MB

Part 06-Module 01-Lesson 04_Sequence to Sequence/06. Architecture in More Depth-rdAo4MqLbEk.mp4

5.4 MB

Part 05-Module 01-Lesson 03_Intro to NLP/03. Structured Languages-NsmqUIHlk6U.mp4

5.4 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4

5.4 MB

Part 06-Module 01-Lesson 01_Feature extraction and embeddings/09. T-SNE-xxcK8oZ6_WE.mp4

5.6 MB

Part 02-Module 01-Lesson 01_Building an NLP Pipeline/14. T-SNE-xxcK8oZ6_WE.mp4

5.6 MB

Part 06-Module 01-Lesson 04_Sequence to Sequence/03. Jay's Introduction-HPOzAlXhuxQ.mp4

5.8 MB

Part 03-Module 01-Lesson 01_Voice User Interfaces/06. Challenges in ASR-59nKRkvk6As.mp4

5.8 MB

Part 07-Module 01-Lesson 03_Speech Recognition/02. Challenges in ASR-59nKRkvk6As.mp4

5.8 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/15. 11 Other Attention Methods V2-VmsR9FVpQiM.mp4

5.8 MB

Part 03-Module 01-Lesson 01_Voice User Interfaces/09. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.mp4

5.8 MB

Part 07-Module 01-Lesson 03_Speech Recognition/14. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.mp4

5.8 MB

Part 06-Module 01-Lesson 02_Topic Modeling/14. Combining the Models-KRjuchtNilM.mp4

5.9 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4

6.1 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/16. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.mp4

6.1 MB

Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/13. NLPND POS 12 Viterbi Algorithm V2-BQn_RZqXpfg.mp4

6.1 MB

Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/01. Intro NLP-6myHs4e71Ys.mp4

6.1 MB

Part 07-Module 01-Lesson 03_Speech Recognition/06. Feature Extraction-qEPu5nQ4IMg.mp4

6.5 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/13. 10 Computer Vision Applications V3-bhWwc4BYTYc.mp4

6.6 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/07. Transforming Text into Numbers-7rHBU5cbePE.mp4

6.6 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/09. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.mp4

6.7 MB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/03. Data Preprocessing-h4-LwZU9_k8.mp4

6.9 MB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4

6.9 MB

Part 07-Module 01-Lesson 03_Speech Recognition/12. Voice Data Lab Introduction-9072Yx9hOXk.mp4

7.2 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4

7.2 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/24. RNN Summary-nXP0oGGRrO8.mp4

7.3 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/09. Building The Network Solution-pkBAhQ2Ki-8.mp4

7.3 MB

Part 07-Module 01-Lesson 03_Speech Recognition/03. Signal Analysis-AJKKQJZsb7o.mp4

7.4 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/05. Making Batches-jx7qwdw-94k.mp4

7.7 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/10. 08 Multiplicative Attention V2-1-OwCgrx1eQ.mp4

8.0 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/07. Building The Network-fhSb5c6UX6M.mp4

8.1 MB

Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/01. Welcome-zYDIgmGo4Xc.mp4

8.2 MB

Part 03-Module 01-Lesson 01_Voice User Interfaces/01. Welcome-zYDIgmGo4Xc.mp4

8.2 MB

Part 07-Module 01-Lesson 03_Speech Recognition/01. Introduction to Speech Recognition-EcsLCpnGBGs.mp4

8.4 MB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/06. Training The Network-nknJ3Xu3ld0.mp4

8.4 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4

8.5 MB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4

8.9 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/09. Mini Project 2 Solution-45ihpPaeO8E.mp4

9.2 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4

9.3 MB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/02. Introduction-Vnj2VNQROtI.mp4

9.6 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/04. Subsampling Solution-MAUM_mV_lj8.mp4

9.7 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/10. Training Results-uISA5ns47s8.mp4

9.8 MB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/04. Elevator Pitch-0QtgTG49E9I.mp4

10 MB

Part 05-Module 02-Lesson 01_Jobs in NLP/02. Career Services-cuKecPpZ7PM.mp4

10 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/10. Building a Neural Network-aM2k7RTjjJI.mp4

10 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/12. 14 RNN A V4 Final-ofbnDxGSUcg.mp4

10 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.mp4

10 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.mp4

11 MB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/02. Sentiment Prediction-uGN3rZJRiMY.mp4

11 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/22. Andrew Trask - Outro-nIF0GLOQglQ.mp4

12 MB

Part 06-Module 01-Lesson 05_Deep Learning Attention/01. 01 Introduction To Attention V2-NCn97L5WbCY.mp4

12 MB

Part 03-Module 01-Lesson 01_Voice User Interfaces/03. VUI Applications-wZLP8cdiA2Y.mp4

12 MB

Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/03. VUI Applications-wZLP8cdiA2Y.mp4

12 MB

Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/06. Towards Augmented Intelligence-6y2B8VKoGTw.mp4

12 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.mp4

13 MB

Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/02. VUI Overview-w5QGti1LHzc.mp4

13 MB

Part 03-Module 01-Lesson 01_Voice User Interfaces/02. VUI Overview-w5QGti1LHzc.mp4

13 MB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4

13 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4

14 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.mp4

15 MB

Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/05. Natural Language Processing-sQiURKPFXNM.mp4

16 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.mp4

17 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/04. 03 RNN Applications V3 Final-6JbTNARuKII.mp4

17 MB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/01. Why Network-exjEm9Paszk.mp4

17 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/04. Framing the Problem-IsTOnkAKaJw.mp4

18 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 06 FeedForward A V7 Final-4rCfnWbx8-0.mp4

18 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.mp4

18 MB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/05. Building The RNN 1-XTD6slf64fM.mp4

19 MB

Part 05-Module 01-Lesson 04_Text Processing/07. Cleaning-qawXp9DPV6I.mp4

20 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.mp4

20 MB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.mp4

21 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.mp4

21 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/02. 01 RNN Intro V6 Final-AIQEqg6F38A.mp4

21 MB

Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4

21 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/13. 16 RNN B V4 Final-wsif3p5t7CI.mp4

21 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.mp4

22 MB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/05. Interview with Art - Part 1-ClLYamtaO-Q.mp4

22 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/16. 18 RNN Example V5 Final-MDLk3fhpTx0.mp4

22 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/18. Further Noise Reduction-Kl3hWxizKVg.mp4

22 MB

Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/07. Sentiment RNN 2-V9YGGjmoHS0.mp4

23 MB

Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/03. Implementing Word2Vec-7M431_f9HgE.mp4

23 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/01. Andrew Trask - Intro-da1I0mea1jQ.mp4

24 MB

Part 03-Module 01-Lesson 01_Voice User Interfaces/04. Conversational AI with Alexa-1EU8jusdLZI.mp4

24 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/03. 02 RNN History V4 Final-HbxAnYUfRnc.mp4

24 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/06. Mini Project 1 Solution-l4r5l0HvHRI.mp4

25 MB

Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/14. Interview with Art - Part 3-M6PKr3S1rPg.mp4

25 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.mp4

26 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 07 FeedForward B V3-kTYbTVh1d0k.mp4

27 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/17. Mini Project 5 Solution-Hv86B_jjWTI.mp4

29 MB

Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/02. Meet Chris-0ccflD9x5WU.mp4

32 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/21. Analysis What's Going on in the Weights-UHsT35pbpcE.mp4

34 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.mp4

35 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.mp4

36 MB

Part 08-Module 01-Lesson 01_Recurrent Neural Networks/10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.mp4

37 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/20. Mini Project 6 Solution-ji0famK7gOQ.mp4

39 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/13. Understanding Neural Noise-ubqhh4Iv7O4.mp4

50 MB

Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/12. Mini Project 3 Solution-imnxzCev4SI.mp4

55 MB