Udacity - Natural Language Processing Nanodegree nd892 v1.0.0

Creation Time	Sept. 28, 2023, 5:36 a.m.
Last Access Time	July 9, 2025, 6:04 a.m.
File Size	1.8 GB
Keywords	Natural Language 0 Nanodegree Processing - v1 Udacity nd892
Total Requests	345
Total Files	1521
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Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/12. Mini Project 3 Solution-imnxzCev4SI.mp4 54.6 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/13. Understanding Neural Noise-ubqhh4Iv7O4.mp4 50.2 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/20. Mini Project 6 Solution-ji0famK7gOQ.mp4 39.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.mp4 37.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.mp4 36.2 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.mp4 34.8 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/21. Analysis What's Going on in the Weights-UHsT35pbpcE.mp4 33.7 MB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/02. Meet Chris-0ccflD9x5WU.mp4 32.5 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/17. Mini Project 5 Solution-Hv86B_jjWTI.mp4 28.9 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 07 FeedForward B V3-kTYbTVh1d0k.mp4 26.7 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.mp4 25.8 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/14. Interview with Art - Part 3-M6PKr3S1rPg.mp4 25.0 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/06. Mini Project 1 Solution-l4r5l0HvHRI.mp4 24.8 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/03. 02 RNN History V4 Final-HbxAnYUfRnc.mp4 24.3 MB
Part 03-Module 01-Lesson 01_Voice User Interfaces/04. Conversational AI with Alexa-1EU8jusdLZI.mp4 24.2 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/01. Andrew Trask - Intro-da1I0mea1jQ.mp4 23.8 MB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/03. Implementing Word2Vec-7M431_f9HgE.mp4 23.3 MB
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/07. Sentiment RNN 2-V9YGGjmoHS0.mp4 23.1 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/18. Further Noise Reduction-Kl3hWxizKVg.mp4 22.3 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/16. 18 RNN Example V5 Final-MDLk3fhpTx0.mp4 22.1 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/05. Interview with Art - Part 1-ClLYamtaO-Q.mp4 21.8 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.mp4 21.6 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/13. 16 RNN B V4 Final-wsif3p5t7CI.mp4 21.1 MB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 21.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/02. 01 RNN Intro V6 Final-AIQEqg6F38A.mp4 20.9 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.mp4 20.7 MB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/03. Elevator Pitch-S-nAHPrkQrQ.mp4 20.6 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.mp4 19.7 MB
Part 05-Module 01-Lesson 04_Text Processing/07. Cleaning-qawXp9DPV6I.mp4 19.6 MB
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/05. Building The RNN 1-XTD6slf64fM.mp4 19.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.mp4 18.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/06. 06 FeedForward A V7 Final-4rCfnWbx8-0.mp4 17.7 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/04. Framing the Problem-IsTOnkAKaJw.mp4 17.7 MB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/01. Why Network-exjEm9Paszk.mp4 17.4 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/04. 03 RNN Applications V3 Final-6JbTNARuKII.mp4 17.3 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.mp4 17.2 MB
Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/05. Natural Language Processing-sQiURKPFXNM.mp4 15.5 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.mp4 14.8 MB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4 14.4 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4 13.2 MB
Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/02. VUI Overview-w5QGti1LHzc.mp4 12.9 MB
Part 03-Module 01-Lesson 01_Voice User Interfaces/02. VUI Overview-w5QGti1LHzc.mp4 12.9 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.mp4 12.8 MB
Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/06. Towards Augmented Intelligence-6y2B8VKoGTw.mp4 12.4 MB
Part 03-Module 01-Lesson 01_Voice User Interfaces/03. VUI Applications-wZLP8cdiA2Y.mp4 12.2 MB
Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/03. VUI Applications-wZLP8cdiA2Y.mp4 12.2 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/01. 01 Introduction To Attention V2-NCn97L5WbCY.mp4 12.0 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/22. Andrew Trask - Outro-nIF0GLOQglQ.mp4 11.8 MB
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/02. Sentiment Prediction-uGN3rZJRiMY.mp4 11.2 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.mp4 10.7 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.mp4 10.5 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/12. 14 RNN A V4 Final-ofbnDxGSUcg.mp4 10.4 MB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/10. Building a Neural Network-aM2k7RTjjJI.mp4 10.2 MB
Part 05-Module 02-Lesson 01_Jobs in NLP/02. Career Services-cuKecPpZ7PM.mp4 10.1 MB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/04. Elevator Pitch-0QtgTG49E9I.mp4 10.0 MB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/10. Training Results-uISA5ns47s8.mp4 9.8 MB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/04. Subsampling Solution-MAUM_mV_lj8.mp4 9.7 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/02. Introduction-Vnj2VNQROtI.mp4 9.6 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 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/09. Mini Project 2 Solution-45ihpPaeO8E.mp4 9.2 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 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 10-Module 01-Lesson 02_Sentiment Prediction RNN/06. Training The Network-nknJ3Xu3ld0.mp4 8.4 MB
Part 07-Module 01-Lesson 03_Speech Recognition/01. Introduction to Speech Recognition-EcsLCpnGBGs.mp4 8.4 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 12-Module 01-Lesson 01_Embeddings and Word2Vec/07. Building The Network-fhSb5c6UX6M.mp4 8.1 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/05. Making Batches-jx7qwdw-94k.mp4 7.7 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/09. Building The Network Solution-pkBAhQ2Ki-8.mp4 7.3 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/24. RNN Summary-nXP0oGGRrO8.mp4 7.3 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 07-Module 01-Lesson 03_Speech Recognition/12. Voice Data Lab Introduction-9072Yx9hOXk.mp4 7.2 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/09. Writing READMEs with Walter-DQEfT2Zq5_o.mp4 6.9 MB
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/03. Data Preprocessing-h4-LwZU9_k8.mp4 6.9 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 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/13. 10 Computer Vision Applications V3-bhWwc4BYTYc.mp4 6.6 MB
Part 07-Module 01-Lesson 03_Speech Recognition/06. Feature Extraction-qEPu5nQ4IMg.mp4 6.5 MB
Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/01. Intro NLP-6myHs4e71Ys.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 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 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 02_Topic Modeling/14. Combining the Models-KRjuchtNilM.mp4 5.9 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 05_Deep Learning Attention/15. 11 Other Attention Methods V2-VmsR9FVpQiM.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 04_Sequence to Sequence/03. Jay's Introduction-HPOzAlXhuxQ.mp4 5.8 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 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 05-Module 01-Lesson 03_Intro to NLP/03. Structured Languages-NsmqUIHlk6U.mp4 5.4 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 05_Spam Classifier with Naive Bayes/11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4 5.1 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 04_Text Processing/13. Stemming And Lemmatization-7Gjf81u5hmw.mp4 4.9 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 03_Intro to NLP/05. Unstructured Text-OmwSdaec5vU.mp4 4.6 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 06-Module 01-Lesson 04_Sequence to Sequence/05. Architecture encoder decoder-dkHdEAJnV_w.mp4 4.5 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 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/07. NLPND POS 06 Quiz How Many Paths V1-k8FFLUKm_Bo.mp4 4.4 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/11. 09 Additive Attention V2-93VfVWZ-IvY.mp4 4.2 MB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/08. Negative Sampling-gW17AHBKbHY.mp4 4.2 MB
Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/03. LSTM Basics-gjb68a4XsqE.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 05-Module 02-Lesson 02_Optimize Your GitHub Profile/07. Quick Fixes-Lb9e2KemR6I.mp4 4.0 MB
Part 06-Module 01-Lesson 02_Topic Modeling/09. Beta Distributions-jR4sf50AFio.mp4 3.9 MB
Part 07-Module 01-Lesson 03_Speech Recognition/20. A New Paradigm-ojI5SVJ7Pas.mp4 3.9 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/15. HMMs in Speech Recognition-9H2wP7g9d1g.mp4 3.8 MB
Part 06-Module 01-Lesson 01_Feature extraction and embeddings/07. GloVe-KK3PMIiIn8o.mp4 3.8 MB
Part 03-Module 01-Lesson 01_Voice User Interfaces/11. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.mp4 3.8 MB
Part 07-Module 01-Lesson 03_Speech Recognition/21. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.mp4 3.8 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/02. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.mp4 3.8 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/04. Good GitHub repository-qBi8Q1EJdfQ.mp4 3.7 MB
Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/02. RNN Vs LSTM-70MgF-IwAr8.mp4 3.6 MB
Part 05-Module 01-Lesson 03_Intro to NLP/11. Feature Extraction-UgENzCmfFWE.mp4 3.5 MB
Part 02-Module 01-Lesson 01_Building an NLP Pipeline/05. Feature Extraction-UgENzCmfFWE.mp4 3.5 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-ZwMY5rAAd7Q.mp4 3.5 MB
Part 05-Module 01-Lesson 03_Intro to NLP/01. Intro Arpan-MW5MWOLj064.mp4 3.4 MB
Part 05-Module 01-Lesson 03_Intro to NLP/08. Natural Language Processing-UQBxJzoCp-I.mp4 3.4 MB
Part 02-Module 01-Lesson 01_Building an NLP Pipeline/01. Natural Language Processing-UQBxJzoCp-I.mp4 3.4 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/03. GitHub profile important items-prvPVTjVkwQ.mp4 3.4 MB
Part 07-Module 01-Lesson 03_Speech Recognition/17. N-Grams-cSP1p9wWhHg.mp4 3.4 MB
Part 07-Module 01-Lesson 03_Speech Recognition/09. Phonetics-v3lz8t0ZWnQ.mp4 3.3 MB
Part 03-Module 01-Lesson 01_Voice User Interfaces/07. Phonetics-v3lz8t0ZWnQ.mp4 3.3 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/15. Participating in open source projects 2-elZCLxVvJrY.mp4 3.3 MB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/01. Naive Bayes Intro V2-vNOiQXghgRY.mp4 3.2 MB
Part 05-Module 01-Lesson 04_Text Processing/09. Tokenization-4Ieotbeh4u8.mp4 3.2 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/04. 04 Attention Overview Decoding V2-DJxiPd585GY.mp4 3.2 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/07. 06 Attention Decoder V1-5mMz6nN9_Ss.mp4 3.2 MB
Part 05-Module 01-Lesson 04_Text Processing/08. Normalization-eOV2UUY8vtM.mp4 3.1 MB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/04. NLPND POS 03 Bigrams V1-pnZYAsyLb0Y.mp4 3.1 MB
Part 06-Module 01-Lesson 02_Topic Modeling/06. Matrices-xBrotILG97c.mp4 3.0 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/12. Reflect on your commit messages-_0AHmKkfjTo.mp4 3.0 MB
Part 06-Module 01-Lesson 01_Feature extraction and embeddings/06. Word2Vec-7jjappzGRe0.mp4 3.0 MB
Part 05-Module 01-Lesson 03_Intro to NLP/10. Text Processing-pqheVyctkNQ.mp4 3.0 MB
Part 02-Module 01-Lesson 01_Building an NLP Pipeline/03. Text Processing-pqheVyctkNQ.mp4 3.0 MB
Part 06-Module 01-Lesson 02_Topic Modeling/05. Matrix Multiplication-8GE2EvgdG1Y.mp4 2.9 MB
Part 06-Module 01-Lesson 03_Sentiment Analysis/02. Sentiment Analysis 1-5aIgZ3llgSo.mp4 2.9 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/13. Participating in open source projects-OxL-gMTizUA.mp4 2.8 MB
Part 07-Module 01-Lesson 03_Speech Recognition/16. Language Models-vrrP9fzJGSE.mp4 2.7 MB
Part 03-Module 01-Lesson 01_Voice User Interfaces/10. Language Models-vrrP9fzJGSE.mp4 2.7 MB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4 2.6 MB
Part 06-Module 01-Lesson 02_Topic Modeling/10. NLPND LDA 09 Dirichlet Distributions RENDER V2-4wWyD0gB7H8.mp4 2.6 MB
Part 11-Module 01-Lesson 01_TensorFlow/17. Conclusion-wOiUQDgGD9E.mp4 2.6 MB
Part 06-Module 01-Lesson 04_Sequence to Sequence/04. Applications seq2seq-tDJBDwriJYQ.mp4 2.5 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/16. Starring interesting repositories-U3FUxkm1MxI.mp4 2.4 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-10-27-at-1.29.13-pm.png 2.4 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/06. 05 Attention Encoder V2-sphe9LDT4rA.mp4 2.4 MB
Part 05-Module 01-Lesson 04_Text Processing/06. Capturing Text Data-Z4mnMN1ApG4.mp4 2.4 MB
Part 07-Module 01-Lesson 03_Speech Recognition/img/two-speechsignals-aligned.png 2.3 MB
Part 06-Module 01-Lesson 01_Feature extraction and embeddings/01. Feature Extraction-Bd6TJB8eVLQ.mp4 2.3 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/08. Quick Fixes #2-It6AEuSDQw0.mp4 2.3 MB
Part 06-Module 01-Lesson 02_Topic Modeling/13. Sample a Word-6UPqq5xzWpk.mp4 2.2 MB
Part 06-Module 01-Lesson 02_Topic Modeling/08. Solution Picking Topics-c4_EyKrMzg4.mp4 2.2 MB
Part 06-Module 01-Lesson 02_Topic Modeling/13. Sample A Word-FckwjJOm9Qk.mp4 2.2 MB
Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/05. Learn Gate-aVHVI7ovbHY.mp4 2.2 MB
Part 06-Module 01-Lesson 02_Topic Modeling/07. Quiz Picking Topics-aMNNHZ1Z-FA.mp4 2.2 MB
Part 09-Module 01-Lesson 01_Keras/06. Keras Lab-a50un22BsLI.mp4 2.2 MB
Part 02-Module 01-Lesson 01_Building an NLP Pipeline/08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 2.2 MB
Part 05-Module 01-Lesson 04_Text Processing/11. Part-of-Speech Tagging-WFEu8bXI5OA.mp4 2.2 MB
Part 05-Module 01-Lesson 03_Intro to NLP/04. Grammar-Jw3dA7xmoQ4.mp4 2.1 MB
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/04. Creating Testing Sets-BRBbrNLz1ho.mp4 2.1 MB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/08. NLPND POS 07 Solution How Many Paths V1-5ZITaEcNMpM.mp4 2.1 MB
Part 06-Module 01-Lesson 01_Feature extraction and embeddings/03. TF-IDF-XZBiBIRcACE.mp4 2.1 MB
Part 02-Module 01-Lesson 01_Building an NLP Pipeline/11. TF-IDF-XZBiBIRcACE.mp4 2.1 MB
Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/img/screen-shot-2018-03-22-at-2.19.44-pm.png 2.0 MB
Part 07-Module 01-Lesson 03_Speech Recognition/img/rnndist.png 2.0 MB
Part 06-Module 01-Lesson 02_Topic Modeling/04. Latent Variables-9JQ51vOh_NY.mp4 2.0 MB
Part 05-Module 01-Lesson 04_Text Processing/10. Stop Word Removal-WAU_Ij0GJbw.mp4 2.0 MB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4 1.8 MB
Part 05-Module 01-Lesson 04_Text Processing/01. Text Processing-6LO6I5M18PQ.mp4 1.8 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/03. 03 Attention Overview Encoding V2-IctAnMaVUKc.mp4 1.7 MB
Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/11. Other Architectures-MsxFDuYlTuQ.mp4 1.7 MB
Part 06-Module 01-Lesson 05_Deep Learning Attention/img/jihadsquare.jpg 1.7 MB
Part 06-Module 01-Lesson 04_Sequence to Sequence/img/jihadsquare.jpg 1.7 MB
Part 06-Module 01-Lesson 06_RNN Keras Lab/img/jihadsquare.jpg 1.7 MB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/screen-shot-2018-09-21-at-11.36.43-am.png 1.7 MB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/01. 3 Intro POS V1-EbPSP604JJA.mp4 1.7 MB
Part 06-Module 01-Lesson 02_Topic Modeling/12. Sample A Topic-znDgb27W5As.mp4 1.6 MB
Part 06-Module 01-Lesson 02_Topic Modeling/12. Sample A Topic-Ft2YjIlpF1A.mp4 1.6 MB
Part 06-Module 01-Lesson 02_Topic Modeling/03. Bag Of Words-WILdZVzSAiE.mp4 1.6 MB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/02. NLPND POS 01 Intro V1-P4aMooNAGVs.mp4 1.6 MB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-ncFtwW5urHk.mp4 1.6 MB
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Part 07-Module 01-Lesson 03_Speech Recognition/img/hmmstates.png 1.5 MB
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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 1.4 MB
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Part 06-Module 01-Lesson 03_Sentiment Analysis/01. Intro-MXeF39TDdZY.mp4 1.3 MB
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Part 05-Module 01-Lesson 03_Intro to NLP/12. Modeling-P4w_2rkxBvE.mp4 1.2 MB
Part 02-Module 01-Lesson 01_Building an NLP Pipeline/09. Named Entity Recognition-QUQu2nsE7vE.mp4 1.2 MB
Part 05-Module 01-Lesson 04_Text Processing/12. Named Entity Recognition-QUQu2nsE7vE.mp4 1.2 MB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.mp4 1.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-12.31.11-pm.png 1.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-10-11-at-2.04.14-pm.png 1.1 MB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/15. 4 Outro POS V1-Sv8mSXQT03Y.mp4 1.1 MB
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Part 06-Module 01-Lesson 02_Topic Modeling/01. Introduction-pmpHsYaKxr0.mp4 1.1 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-03-at-10.43.49-pm.png 1.0 MB
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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-11.12.31-am.png 1.0 MB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-11.16.19-am.png 1.0 MB
Part 07-Module 01-Lesson 03_Speech Recognition/img/spectrogram.png 1019.3 KB
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Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-10-at-9.12.16-pm.png 898.0 KB
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Part 05-Module 02-Lesson 01_Jobs in NLP/img/get-hired-with-the-udacity-career-portal.gif 756.7 KB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/screen-shot-2018-02-23-at-5.00.25-pm.png 754.3 KB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/img/6509638772.gif 711.1 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-2.04.54-pm.png 696.3 KB
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.mp4 690.6 KB
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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/alexa-simulator.png 670.2 KB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/profile-pics.jpg 595.6 KB
Part 07-Module 01-Lesson 03_Speech Recognition/img/sound.png 591.9 KB
Part 07-Module 01-Lesson 03_Speech Recognition/img/helloworld-spectrogram.png 572.5 KB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4 569.3 KB
Part 06-Module 01-Lesson 02_Topic Modeling/15. Outro-y8vecBYUFPo.mp4 532.5 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-29-at-3.51.44-pm.png 518.9 KB
Part 07-Module 01-Lesson 03_Speech Recognition/img/source-filter-model.png 517.1 KB
Part 04-Module 01-Lesson 01_What's Next/img/aind-slides.008.1200x900.jpg 510.7 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-12.10.02-pm.png 478.5 KB
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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/media/unnamed-723082-0.gif 446.7 KB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/img/6499079068.gif 445.9 KB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/img/6551597473.gif 444.4 KB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/11. NLPND POS 10 Solution Which Path Is More Likely V1-1qSN7BhUjDY.mp4 425.1 KB
Part 06-Module 01-Lesson 03_Sentiment Analysis/05. Sentiment Analysis RNN GIF-GZWyEHOdZ0w.mp4 416.6 KB
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Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/img/hmmquiz.png 391.8 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-11.48.22-am.png 386.5 KB
Part 05-Module 02-Lesson 02_Optimize Your GitHub Profile/img/mat-leonard-circle.png 384.9 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-27-at-3.46.35-pm.png 367.0 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2018-01-02-at-2.27.51-pm.png 362.6 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-06-at-1.40.14-pm.png 361.2 KB
Part 06-Module 01-Lesson 02_Topic Modeling/img/bag-of-words-quiz.png 357.9 KB
Part 07-Module 01-Lesson 04_Project DNN Speech Recognizer/img/pipeline.png 348.3 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-03-at-11.34.41-pm.png 347.4 KB
Part 06-Module 01-Lesson 02_Topic Modeling/img/topics-quiz.png 336.5 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-29-at-3.08.28-pm.png 334.5 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-08-at-3.43.34-pm.png 316.8 KB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/img/arpan-c-circle.png 309.1 KB
Part 09-Module 01-Lesson 01_Keras/img/all-ranks.png 308.5 KB
Part 06-Module 01-Lesson 06_RNN Keras Lab/img/3amigos.png 291.1 KB
Part 11-Module 01-Lesson 01_TensorFlow/img/layers.png 286.1 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-10-30-at-10.54.50-am.png 270.0 KB
Part 06-Module 01-Lesson 02_Topic Modeling/img/how-many-parameters-quiz.png 267.4 KB
Part 05-Module 01-Lesson 02_Udacity Support/img/screen-shot-2018-06-12-at-5.07.10-pm.png 257.5 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-04-at-11.23.49-pm.png 246.9 KB
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assets/js/katex.min.js 231.3 KB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/redacted-linkedinresults.png 230.8 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-27-at-1.58.01-pm.png 230.0 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-06-at-2.38.51-pm.png 225.3 KB
Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/npm-test-ok.png 224.2 KB
Part 07-Module 01-Lesson 03_Speech Recognition/img/helloworld-signal.png 219.0 KB
Part 11-Module 01-Lesson 01_TensorFlow/img/multi-layer.png 214.3 KB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/img/meme.png 209.0 KB
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Part 06-Module 01-Lesson 03_Sentiment Analysis/img/meme.png 209.0 KB
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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 200.7 KB
Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/img/screen-shot-2017-06-13-at-12.58.03-pm.png 196.3 KB
Part 05-Module 01-Lesson 08_(Optional) IBM Watson Bookworm Lab/img/watson-logo.png 190.3 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-27-at-3.44.20-pm.png 181.0 KB
Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/img/mat-headshot.png 180.0 KB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/img/mat-headshot.png 180.0 KB
Part 06-Module 01-Lesson 06_RNN Keras Lab/img/nlp-m1-l4-machine-translation.002.png 174.1 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-29-at-5.33.53-pm.png 169.6 KB
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Part 06-Module 01-Lesson 06_RNN Keras Lab/img/nlp-m1-l4-machine-translation.008.png 142.6 KB
Part 05-Module 01-Lesson 06_Part of Speech Tagging with HMMs/img/how-many-paths-now.png 140.9 KB
Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/alexa-interaction-model.png 140.6 KB
Part 03-Module 01-Lesson 01_Voice User Interfaces/img/alexa-lab-overview2.png 140.0 KB
assets/css/bootstrap.min.css 137.6 KB
Part 06-Module 01-Lesson 06_RNN Keras Lab/img/nlp-m1-l4-machine-translation.007.png 136.3 KB
Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/img/spamham.png 135.1 KB
Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/img/p2xlarge-limit-request.png 129.7 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-02-at-11.03.45-pm.png 129.4 KB
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Part 07-Module 01-Lesson 03_Speech Recognition/img/ngrams-numbers.png 129.2 KB
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Part 07-Module 01-Lesson 03_Speech Recognition/img/ngrams.png 120.4 KB
Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/alexa-lambda-function-code.png 119.7 KB
Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/vui-endpoint.png 118.9 KB
Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/img/linear-relationships.png 112.4 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-27-at-2.00.15-pm.png 110.3 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-03-at-11.36.39-pm.png 109.7 KB
Part 05-Module 01-Lesson 02_Udacity Support/img/3-3-introduction-to-speech-recognition.jpg 109.4 KB
Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/img/screen-shot-2018-08-13-at-5.51.37-pm.png 109.3 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-17-at-5.38.55-pm.png 108.0 KB
Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/img/amazonwebservices-logo.svg.png 107.2 KB
Part 06-Module 01-Lesson 06_RNN Keras Lab/img/nlp-m1-l4-machine-translation.003.png 105.4 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-05-at-12.09.13-pm.png 102.6 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-27-at-1.46.43-pm.png 94.9 KB
Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/media/unnamed-project-desc-0.gif 94.6 KB
Part 05-Module 01-Lesson 04_Text Processing/img/workspaces-menu.png 94.0 KB
Part 06-Module 01-Lesson 08_Project Machine Translation/img/workspaces-menu.png 94.0 KB
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Part 07-Module 01-Lesson 04_Project DNN Speech Recognizer/img/workspaces-jupyter.png 83.5 KB
Part 06-Module 01-Lesson 08_Project Machine Translation/img/workspaces-jupyter.png 83.5 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-11-27-at-1.43.36-pm.png 80.9 KB
Part 08-Module 01-Lesson 01_Recurrent Neural Networks/img/screen-shot-2017-12-02-at-10.29.14-pm.png 79.3 KB
Part 06-Module 01-Lesson 06_RNN Keras Lab/img/nlp-m1-l4-machine-translation.009.png 76.1 KB
Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/img/screen-shot-2017-11-16-at-5.54.40-pm.png 71.4 KB
Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/img/notebook.png 70.3 KB
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Part 05-Module 01-Lesson 05_Spam Classifier with Naive Bayes/img/spam.png 67.8 KB
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Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/img/vui-alexa-skill-overview.png 64.0 KB
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Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/img/screen-shot-2018-09-21-at-12.02.03-pm.png 56.2 KB
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Part 06-Module 01-Lesson 08_Project Machine Translation/img/workspaces-terminal.png 46.9 KB
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Udacity - Natural Language Processing Nanodegree nd892 v1.0.0

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