CourseClub Me Udacity Natural Language Processing Nanodegree v1 | 527A042E80F7DA4588F1E5ADA2DAF26F0D3E3EBD

CourseClub Me Udacity Natural Language Processing Nanodegree v1

Name	[CourseClub.Me] Udacity - Natural Language Processing Nanodegree v1.0.0	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.3 GB
Total Files	1602
Hash	527A042E80F7DA4588F1E5ADA2DAF26F0D3E3EBD

/Part 01-Module 01-Lesson 01_Welcome to Natural Language Processing/
01. Program Syllabus.html	7.3 KB
02. School of AI Team.html	6.2 KB
03. NLP Overview.html	5.9 KB
03. Welcome to NLP-g-AlFF61p0I.en.vtt	1.7 KB
03. Welcome to NLP-g-AlFF61p0I.mp4	12.3 MB
03. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt	1.5 KB
04. Context Is Everything.html	6.4 KB
04. Context-J-4pfu2w1C0.en.vtt	2.2 KB
04. Context-J-4pfu2w1C0.mp4	4.8 MB
04. Context-J-4pfu2w1C0.zh-CN.vtt	2.0 KB
05. NLP and IBM Watson.html	5.9 KB
05. Natural Language Processing-sQiURKPFXNM.en.vtt	4.5 KB
05. Natural Language Processing-sQiURKPFXNM.mp4	16.2 MB
05. Natural Language Processing-sQiURKPFXNM.zh-CN.vtt	4.1 KB
06. Towards Augmented Intelligence-6y2B8VKoGTw.en.vtt	3.4 KB
06. Towards Augmented Intelligence-6y2B8VKoGTw.mp4	13.0 MB
06. Towards Augmented Intelligence-6y2B8VKoGTw.zh-CN.vtt	3.1 KB
06. Towards Augmented Intelligence.html	5.9 KB
index.html	4.6 KB
/img/
nlp-word-cloud.png	30.2 KB
screen-shot-2018-03-22-at-2.19.44-pm.png	2.1 MB
/Part 02-Module 01-Lesson 01_Building an NLP Pipeline/
01. NLP and Pipelines.html	6.8 KB
01. Natural Language Processing-UQBxJzoCp-I.en.vtt	1.2 KB
01. Natural Language Processing-UQBxJzoCp-I.mp4	8.2 MB
01. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt	1.3 KB
01. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt	1.1 KB
02. How NLP Pipelines Work.html	6.8 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt	1.8 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4	1.3 MB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt	1.9 KB
02. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt	1.6 KB
03. Text Processing-pqheVyctkNQ.en.vtt	2.7 KB
03. Text Processing-pqheVyctkNQ.mp4	3.1 MB
03. Text Processing-pqheVyctkNQ.pt-BR.vtt	3.0 KB
03. Text Processing-pqheVyctkNQ.zh-CN.vtt	2.4 KB
03. Text Processing.html	6.9 KB
04. Counting Words.html	13.6 KB
05. Feature Extraction-UgENzCmfFWE.en.vtt	3.9 KB
05. Feature Extraction-UgENzCmfFWE.mp4	3.6 MB
05. Feature Extraction-UgENzCmfFWE.pt-BR.vtt	4.3 KB
05. Feature Extraction-UgENzCmfFWE.zh-CN.vtt	3.4 KB
05. Feature Extraction.html	7.0 KB
06. Modeling-P4w_2rkxBvE.en.vtt	1.3 KB
06. Modeling-P4w_2rkxBvE.mp4	1.2 MB
06. Modeling-P4w_2rkxBvE.pt-BR.vtt	1.5 KB
06. Modeling-P4w_2rkxBvE.zh-CN.vtt	1.1 KB
06. Modeling.html	6.6 KB
07. Quiz Split Sentences.html	9.7 KB
08. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt	1.7 KB
08. Part-of-Speech Tagging-WFEu8bXI5OA.mp4	2.3 MB
08. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt	2.0 KB
08. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt	1.5 KB
08. Part-of-Speech Tagging.html	7.3 KB
09. Named Entity Recognition-QUQu2nsE7vE.en.vtt	1.1 KB
09. Named Entity Recognition-QUQu2nsE7vE.mp4	1.2 MB
09. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt	1.3 KB
09. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt	1.0 KB
09. Named Entity Recognition.html	6.8 KB
10. Bag Of Words-A7M1z8yLl0w.en.vtt	4.8 KB
10. Bag Of Words-A7M1z8yLl0w.mp4	4.2 MB
10. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt	5.2 KB
10. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt	4.2 KB
10. Bag of Words.html	6.6 KB
11. TF-IDF-XZBiBIRcACE.en.vtt	2.4 KB
11. TF-IDF-XZBiBIRcACE.mp4	2.2 MB
11. TF-IDF-XZBiBIRcACE.zh-CN.vtt	2.1 KB
11. TF-IDF.html	6.5 KB
12. One-Hot Encoding-a0j1CDXFYZI.en.vtt	1.4 KB
12. One-Hot Encoding-a0j1CDXFYZI.mp4	1.1 MB
12. One-Hot Encoding-a0j1CDXFYZI.pt-BR.vtt	1.6 KB
12. One-Hot Encoding-a0j1CDXFYZI.zh-CN.vtt	1.2 KB
12. One-Hot Encoding.html	6.7 KB
13. Word Embeddings-4mM_S9L2_JQ.en.vtt	1.6 KB
13. Word Embeddings-4mM_S9L2_JQ.mp4	1.3 MB
13. Word Embeddings-4mM_S9L2_JQ.pt-BR.vtt	1.7 KB
13. Word Embeddings-4mM_S9L2_JQ.zh-CN.vtt	1.3 KB
13. Word Embeddings.html	6.7 KB
14. T-SNE-xxcK8oZ6_WE.en.vtt	2.2 KB
14. T-SNE-xxcK8oZ6_WE.mp4	5.8 MB
14. T-SNE-xxcK8oZ6_WE.pt-BR.vtt	2.5 KB
14. T-SNE-xxcK8oZ6_WE.zh-CN.vtt	1.9 KB
14. t-SNE.html	6.5 KB
index.html	5.1 KB
/Part 03-Module 01-Lesson 01_Voice User Interfaces/
01. Welcome to Voice User Interfaces!.html	6.4 KB
01. Welcome-zYDIgmGo4Xc.en.vtt	2.6 KB
01. Welcome-zYDIgmGo4Xc.mp4	19.0 MB
01. Welcome-zYDIgmGo4Xc.zh-CN.vtt	2.3 KB
02. VUI Overview-w5QGti1LHzc.en.vtt	7.0 KB
02. VUI Overview-w5QGti1LHzc.mp4	13.5 MB
02. VUI Overview-w5QGti1LHzc.zh-CN.vtt	6.2 KB
02. VUI Overview.html	6.4 KB
03. VUI Applications-wZLP8cdiA2Y.en.vtt	4.1 KB
03. VUI Applications-wZLP8cdiA2Y.mp4	12.8 MB
03. VUI Applications-wZLP8cdiA2Y.zh-CN.vtt	3.6 KB
03. VUI Applications.html	6.4 KB
04. Conversational AI with Alexa-1EU8jusdLZI.en.vtt	10.6 KB
04. Conversational AI with Alexa-1EU8jusdLZI.mp4	25.3 MB
04. Conversational AI with Alexa-1EU8jusdLZI.zh-CN.vtt	9.4 KB
04. Conversational AI with Alexa.html	6.5 KB
05. Lab Space Geek.html	10.5 KB
06. Challenges in ASR-59nKRkvk6As.en.vtt	5.0 KB
06. Challenges in ASR-59nKRkvk6As.mp4	6.1 MB
06. Challenges in ASR-59nKRkvk6As.zh-CN.vtt	4.7 KB
06. Challenges in ASR.html	6.4 KB
07. Phonetics-v3lz8t0ZWnQ.en.vtt	3.2 KB
07. Phonetics-v3lz8t0ZWnQ.mp4	3.5 MB
07. Phonetics-v3lz8t0ZWnQ.zh-CN.vtt	2.8 KB
07. Phonetics.html	6.4 KB
08. Quiz Phonetics.html	8.3 KB
09. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.en.vtt	2.3 KB
09. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.mp4	6.1 MB
09. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.zh-CN.vtt	2.0 KB
09. Acoustic Models and the Trouble with Time.html	6.6 KB
10. Language Models-vrrP9fzJGSE.en.vtt	1.0 KB
10. Language Models-vrrP9fzJGSE.mp4	2.8 MB
10. Language Models-vrrP9fzJGSE.zh-CN.vtt	0.9 KB
10. Language Models.html	6.4 KB
11. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.en.vtt	3.7 KB
11. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.mp4	4.0 MB
11. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.zh-CN.vtt	3.3 KB
11. Deep Neural Networks as Speech Models.html	6.5 KB
index.html	5.0 KB
/img/
alexa-lab-overview2.png	143.3 KB
/Part 04-Module 01-Lesson 01_What's Next/
01. Ready to Level Up with NLP.html	6.0 KB
index.html	4.2 KB
/img/
aind-slides.008.1200x900.jpg	522.9 KB
/Part 05-Module 01-Lesson 01_Welcome to Natural Language Processing/
01. Intro NLP-6myHs4e71Ys.en.vtt	2.5 KB
01. Intro NLP-6myHs4e71Ys.mp4	14.2 MB
01. Intro NLP-6myHs4e71Ys.zh-CN.vtt	2.3 KB
01. Welcome to the Natural Language Processing Nanodegree.html	5.8 KB
02. Deadline Policy.html	11.0 KB
03. Community Guidelines.html	8.3 KB
04. Lesson Plan - Week 1.html	7.2 KB
index.html	4.6 KB
/img/
screen-shot-2018-08-13-at-5.51.37-pm.png	111.9 KB
/Part 05-Module 01-Lesson 02_Get Help from Peers and Mentors/
01. What It Takes.html	6.3 KB
02. Reviews.html	6.1 KB
03. Knowledge.html	7.5 KB
04. Student Hub.html	7.2 KB
index.html	4.4 KB
/img/
image4.png	446.9 KB
image8.png	233.5 KB
screen-shot-2018-11-07-at-10.23.07-pm.png	374.8 KB
screen-shot-2018-11-07-at-9.55.40-pm.png	227.5 KB
screen-shot-2018-11-07-at-9.59.16-pm.png	541.9 KB
screen-shot-2018-11-09-at-6.28.07-pm.png	307.2 KB
/Part 05-Module 01-Lesson 03_Get Help with Your Account/
01. FAQ.html	6.2 KB
02. Support.html	5.7 KB
index.html	4.2 KB
/img/
screen-shot-2018-11-09-at-7.38.47-pm.png	113.2 KB
screen-shot-2018-11-09-at-7.48.22-pm.png	1.6 MB
screen-shot-2018-11-09-at-7.49.34-pm.png	244.7 KB
screen-shot-2018-11-09-at-7.49.50-pm.png	384.6 KB
/Part 05-Module 01-Lesson 04_Intro to NLP/
01. Intro Arpan-MW5MWOLj064.en.vtt	1.3 KB
01. Intro Arpan-MW5MWOLj064.mp4	7.8 MB
01. Intro Arpan-MW5MWOLj064.zh-CN.vtt	1.2 KB
01. Introducing Arpan.html	6.4 KB
02. NLP Overview.html	6.4 KB
02. Welcome to NLP-g-AlFF61p0I.en.vtt	1.7 KB
02. Welcome to NLP-g-AlFF61p0I.mp4	5.2 MB
02. Welcome to NLP-g-AlFF61p0I.zh-CN.vtt	1.5 KB
03. Structured Languages-NsmqUIHlk6U.en.vtt	1.8 KB
03. Structured Languages-NsmqUIHlk6U.mp4	5.6 MB
03. Structured Languages-NsmqUIHlk6U.zh-CN.vtt	1.5 KB
03. Structured Languages.html	9.4 KB
04. Grammar-Jw3dA7xmoQ4.en.vtt	0.7 KB
04. Grammar-Jw3dA7xmoQ4.mp4	2.2 MB
04. Grammar-Jw3dA7xmoQ4.zh-CN.vtt	0.6 KB
04. Grammar.html	8.1 KB
05. Unstructured Text-OmwSdaec5vU.en.vtt	1.8 KB
05. Unstructured Text-OmwSdaec5vU.mp4	4.9 MB
05. Unstructured Text-OmwSdaec5vU.zh-CN.vtt	1.6 KB
05. Unstructured Text.html	8.6 KB
06. Counting Words.html	13.5 KB
07. Context Is Everything.html	6.9 KB
07. Context-J-4pfu2w1C0.en.vtt	2.2 KB
07. Context-J-4pfu2w1C0.mp4	4.8 MB
07. Context-J-4pfu2w1C0.zh-CN.vtt	2.0 KB
08. NLP and Pipelines.html	6.6 KB
08. Natural Language Processing-UQBxJzoCp-I.en.vtt	1.2 KB
08. Natural Language Processing-UQBxJzoCp-I.mp4	3.6 MB
08. Natural Language Processing-UQBxJzoCp-I.pt-BR.vtt	1.3 KB
08. Natural Language Processing-UQBxJzoCp-I.zh-CN.vtt	1.1 KB
09. How NLP Pipelines Work.html	6.6 KB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.en.vtt	1.8 KB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.mp4	1.3 MB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.pt-BR.vtt	1.9 KB
09. NLP M1-L1 01 NLP Pipeline-vJx6oKlu_MM.zh-CN.vtt	1.6 KB
10. Text Processing-pqheVyctkNQ.en.vtt	2.7 KB
10. Text Processing-pqheVyctkNQ.mp4	3.1 MB
10. Text Processing-pqheVyctkNQ.pt-BR.vtt	3.0 KB
10. Text Processing-pqheVyctkNQ.zh-CN.vtt	2.4 KB
10. Text Processing.html	6.7 KB
11. Feature Extraction-UgENzCmfFWE.en.vtt	3.9 KB
11. Feature Extraction-UgENzCmfFWE.mp4	3.6 MB
11. Feature Extraction-UgENzCmfFWE.pt-BR.vtt	4.3 KB
11. Feature Extraction-UgENzCmfFWE.zh-CN.vtt	3.4 KB
11. Feature Extraction.html	6.8 KB
12. Modeling-P4w_2rkxBvE.en.vtt	1.3 KB
12. Modeling-P4w_2rkxBvE.mp4	1.2 MB
12. Modeling-P4w_2rkxBvE.pt-BR.vtt	1.5 KB
12. Modeling-P4w_2rkxBvE.zh-CN.vtt	1.1 KB
12. Modeling.html	6.3 KB
index.html	5.0 KB
/Part 05-Module 01-Lesson 05_Text Processing/
01. Text Processing-6LO6I5M18PQ.en.vtt	1.2 KB
01. Text Processing-6LO6I5M18PQ.mp4	5.8 MB
01. Text Processing-6LO6I5M18PQ.pt-BR.vtt	1.3 KB
01. Text Processing-6LO6I5M18PQ.zh-CN.vtt	1.1 KB
01. Text Processing.html	6.8 KB
02. Coding Exercises.html	7.5 KB
03. Introduction to GPU Workspaces.html	17.4 KB
04. Workspaces Best Practices.html	11.2 KB
05. Text Processing Coding Examples.html	7.2 KB
06. Capturing Text Data-Z4mnMN1ApG4.en.vtt	1.8 KB
06. Capturing Text Data-Z4mnMN1ApG4.mp4	2.5 MB
06. Capturing Text Data-Z4mnMN1ApG4.zh-CN.vtt	1.6 KB
06. Capturing Text Data.html	7.3 KB
07. Cleaning-qawXp9DPV6I.en.vtt	8.5 KB
07. Cleaning-qawXp9DPV6I.mp4	20.5 MB
07. Cleaning-qawXp9DPV6I.pt-BR.vtt	9.3 KB
07. Cleaning-qawXp9DPV6I.zh-CN.vtt	7.6 KB
07. Cleaning.html	7.2 KB
08. Normalization-eOV2UUY8vtM.en.vtt	3.3 KB
08. Normalization-eOV2UUY8vtM.mp4	3.3 MB
08. Normalization-eOV2UUY8vtM.pt-BR.vtt	3.5 KB
08. Normalization-eOV2UUY8vtM.zh-CN.vtt	3.0 KB
08. Normalization.html	7.5 KB
09. Tokenization-4Ieotbeh4u8.en.vtt	3.0 KB
09. Tokenization-4Ieotbeh4u8.mp4	3.4 MB
09. Tokenization-4Ieotbeh4u8.pt-BR.vtt	3.4 KB
09. Tokenization-4Ieotbeh4u8.zh-CN.vtt	2.7 KB
09. Tokenization.html	7.1 KB
10. Stop Word Removal-WAU_Ij0GJbw.en.vtt	1.6 KB
10. Stop Word Removal-WAU_Ij0GJbw.mp4	2.1 MB
10. Stop Word Removal-WAU_Ij0GJbw.pt-BR.vtt	1.8 KB
10. Stop Word Removal-WAU_Ij0GJbw.zh-CN.vtt	1.4 KB
10. Stop Word Removal.html	6.8 KB
11. Part-of-Speech Tagging-WFEu8bXI5OA.en.vtt	1.7 KB
11. Part-of-Speech Tagging-WFEu8bXI5OA.mp4	2.3 MB
11. Part-of-Speech Tagging-WFEu8bXI5OA.pt-BR.vtt	2.0 KB
11. Part-of-Speech Tagging-WFEu8bXI5OA.zh-CN.vtt	1.5 KB
11. Part-of-Speech Tagging.html	7.4 KB
12. Named Entity Recognition-QUQu2nsE7vE.en.vtt	1.1 KB
12. Named Entity Recognition-QUQu2nsE7vE.mp4	1.2 MB
12. Named Entity Recognition-QUQu2nsE7vE.pt-BR.vtt	1.3 KB
12. Named Entity Recognition-QUQu2nsE7vE.zh-CN.vtt	1.0 KB
12. Named Entity Recognition.html	6.9 KB
13. Stemming And Lemmatization-7Gjf81u5hmw.en.vtt	4.9 KB
13. Stemming And Lemmatization-7Gjf81u5hmw.mp4	5.2 MB
13. Stemming And Lemmatization-7Gjf81u5hmw.pt-BR.vtt	5.1 KB
13. Stemming And Lemmatization-7Gjf81u5hmw.zh-CN.vtt	4.4 KB
13. Stemming and Lemmatization.html	6.9 KB
14. Summary-zKYEvRd2XmI.en.vtt	1.1 KB
14. Summary-zKYEvRd2XmI.mp4	1.0 MB
14. Summary-zKYEvRd2XmI.pt-BR.vtt	1.3 KB
14. Summary-zKYEvRd2XmI.zh-CN.vtt	1.0 KB
14. Summary.html	6.6 KB
index.html	5.2 KB
/img/
jupyter-logo.png	5.9 KB
workspaces-gpu.png	149.0 KB
workspaces-jupyter.png	85.5 KB
workspaces-menu.png	96.2 KB
workspaces-new.png	87.3 KB
workspaces-notebook.png	146.3 KB
workspaces-submit.png	149.7 KB
workspaces-terminal.png	48.0 KB
/Part 05-Module 01-Lesson 06_Spam Classifier with Naive Bayes/
01. Intro.html	7.0 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.en.vtt	0.7 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.mp4	4.0 MB
01. Naive Bayes Intro V2-vNOiQXghgRY.pt-BR.vtt	0.7 KB
01. Naive Bayes Intro V2-vNOiQXghgRY.zh-CN.vtt	0.6 KB
02. Guess the Person.html	7.0 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt	3.5 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4	8.9 MB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt	3.3 KB
02. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.zh-CN.vtt	3.1 KB
03. Known and Inferred.html	7.1 KB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.en.vtt	1.3 KB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.mp4	2.7 MB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.pt-BR.vtt	1.2 KB
03. SL NB 02 Known And Inferred V1 V2-DrYfZXiDLQI.zh-CN.vtt	1.1 KB
04. Guess the Person Now.html	7.5 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt	7.4 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4	22.1 MB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt	7.4 KB
04. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt	6.2 KB
05. Bayes Theorem.html	7.0 KB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.en.vtt	2.7 KB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.mp4	7.6 MB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.pt-BR.vtt	2.8 KB
05. SL NB 04 Bayes Theorem V1 V2-nVbPJmf53AI.zh-CN.vtt	2.3 KB
06. Quiz False Positives.html	8.2 KB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.en.vtt	2.0 KB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.mp4	5.7 MB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.pt-BR.vtt	2.0 KB
06. SL NB 05 Q False Positives V1 V2-ngA6v09eP08.zh-CN.vtt	1.7 KB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.en.vtt	6.6 KB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.mp4	15.1 MB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.pt-BR.vtt	6.7 KB
07. SL NB 06 S False Positives V1 V3-Bg6_Tvcv81A.zh-CN.vtt	5.5 KB
07. Solution False Positives.html	7.1 KB
08. Bayesian Learning 1.html	10.3 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt	2.4 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4	6.4 MB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt	2.3 KB
08. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.zh-CN.vtt	2.3 KB
09. Bayesian Learning 2.html	7.1 KB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt	1.6 KB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.mp4	1.9 MB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt	1.6 KB
09. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.zh-CN.vtt	1.4 KB
10. Bayesian Learning 3.html	7.4 KB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.en.vtt	3.3 KB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.mp4	9.8 MB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.pt-BR.vtt	3.1 KB
10. SL NB 09 Bayesian Learning 3 V1 V4-u-Hj4RsJn1o.zh-CN.vtt	2.8 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.en.vtt	6.6 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.mp4	5.4 MB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.pt-BR.vtt	6.4 KB
11. MLND SL NB Naive Bayes Algorithm-CQBMB9jwcp8.zh-CN.vtt	5.7 KB
11. Naive Bayes Algorithm 1.html	8.5 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.en.vtt	1.8 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.mp4	1.5 MB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.pt-BR.vtt	1.7 KB
12. MLND SL NB Solution Naive Bayes Algorithm-QDj3xzjuYmo.zh-CN.vtt	1.5 KB
12. Naive Bayes Algorithm 2.html	7.1 KB
13. Building a Spam Classifier.html	8.1 KB
14. Project.html	7.5 KB
15. Spam Classifier - Workspace.html	7.4 KB
16. Outro.html	6.8 KB
index.html	5.4 KB
/img/
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/Part 05-Module 01-Lesson 07_Part of Speech Tagging with HMMs/
01. 3 Intro POS V1-EbPSP604JJA.en.vtt	0.7 KB
01. 3 Intro POS V1-EbPSP604JJA.mp4	4.0 MB
01. 3 Intro POS V1-EbPSP604JJA.zh-CN.vtt	0.6 KB
01. Intro.html	6.7 KB
02. NLPND POS 01 Intro V1-P4aMooNAGVs.en.vtt	2.4 KB
02. NLPND POS 01 Intro V1-P4aMooNAGVs.mp4	1.7 MB
02. NLPND POS 01 Intro V1-P4aMooNAGVs.zh-CN.vtt	2.0 KB
02. Part of Speech Tagging.html	6.8 KB
03. Lookup Table.html	6.8 KB
03. NLPND POS 02 Lookup Table V1-BkbeShOwz6w.en.vtt	2.1 KB
03. NLPND POS 02 Lookup Table V1-BkbeShOwz6w.mp4	1.5 MB
03. NLPND POS 02 Lookup Table V1-BkbeShOwz6w.zh-CN.vtt	1.7 KB
04. Bigrams.html	6.8 KB
04. NLPND POS 03 Bigrams V1-pnZYAsyLb0Y.en.vtt	4.2 KB
04. NLPND POS 03 Bigrams V1-pnZYAsyLb0Y.mp4	3.2 MB
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05. NLPND POS 04 When Bigrams Wont Work V1-WgbJR7CyfQY.en.vtt	1.6 KB
05. NLPND POS 04 When Bigrams Wont Work V1-WgbJR7CyfQY.mp4	1.4 MB
05. NLPND POS 04 When Bigrams Wont Work V1-WgbJR7CyfQY.zh-CN.vtt	1.4 KB
05. When bigrams won't work.html	6.9 KB
06. Hidden Markov Models.html	6.9 KB
06. NLPND POS 05 Hidden Markov Models V1-aQsYnmio9_E.en.vtt	5.2 KB
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06. NLPND POS 05 Hidden Markov Models V1-aQsYnmio9_E.zh-CN.vtt	4.3 KB
07. NLPND POS 06 Quiz How Many Paths V1-k8FFLUKm_Bo.en.vtt	5.1 KB
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07. NLPND POS 06 Quiz How Many Paths V1-k8FFLUKm_Bo.zh-CN.vtt	4.2 KB
07. Quiz How many paths.html	7.5 KB
08. NLPND POS 07 Solution How Many Paths V1-5ZITaEcNMpM.en.vtt	2.3 KB
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08. NLPND POS 07 Solution How Many Paths V1-5ZITaEcNMpM.zh-CN.vtt	1.9 KB
08. Solution How many paths.html	6.9 KB
09. NLPND POS 08 Quiz How Many Paths Now V1-TSm1a_EL9Kk.en.vtt	1.6 KB
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09. Quiz How many paths now.html	7.8 KB
10. NLPND POS 09 Quiz Which Path Is More Likely V1-1r1L_nJSzDs.en.vtt	0.6 KB
10. NLPND POS 09 Quiz Which Path Is More Likely V1-1r1L_nJSzDs.mp4	707.2 KB
10. NLPND POS 09 Quiz Which Path Is More Likely V1-1r1L_nJSzDs.zh-CN.vtt	0.6 KB
10. Quiz Which path is more likely.html	8.3 KB
11. NLPND POS 10 Solution Which Path Is More Likely V1-1qSN7BhUjDY.en.vtt	0.4 KB
11. NLPND POS 10 Solution Which Path Is More Likely V1-1qSN7BhUjDY.mp4	435.3 KB
11. NLPND POS 10 Solution Which Path Is More Likely V1-1qSN7BhUjDY.zh-CN.vtt	0.4 KB
11. Solution Which path is more likely.html	7.0 KB
12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.en.vtt	1.4 KB
12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.mp4	1.2 MB
12. NLPND POS 11 Viterbi Algorithm Idea V1-g0z9fm0yGL4.zh-CN.vtt	1.3 KB
12. Viterbi Algorithm Idea.html	6.9 KB
13. NLPND POS 12 Viterbi Algorithm V2-BQn_RZqXpfg.en.vtt	6.6 KB
13. NLPND POS 12 Viterbi Algorithm V2-BQn_RZqXpfg.mp4	6.4 MB
13. NLPND POS 12 Viterbi Algorithm V2-BQn_RZqXpfg.zh-CN.vtt	5.4 KB
13. Viterbi Algorithm.html	6.9 KB
14. Further Reading.html	7.3 KB
15. 4 Outro POS V1-Sv8mSXQT03Y.en.vtt	0.4 KB
15. 4 Outro POS V1-Sv8mSXQT03Y.mp4	1.1 MB
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15. Outro.html	6.6 KB
index.html	5.3 KB
/img/
hmmquiz.png	401.2 KB
how-many-paths-now.png	144.3 KB
speech-and-language.jpg	32.7 KB
/Part 05-Module 01-Lesson 08_Project Part of Speech Tagging/
01. Lesson Plan - Week 3.html	6.1 KB
02. Introduction.html	9.4 KB
03. Workspace Part of Speech Tagging.html	6.3 KB
Project Description - Part of Speech Tagging.html	7.7 KB
Project Rubric - Part of Speech Tagging.html	10.1 KB
index.html	4.6 KB
/Part 05-Module 01-Lesson 09_(Optional) IBM Watson Bookworm Lab/
01. Overview.html	6.2 KB
02. Getting Started.html	5.9 KB
03. Tasks.html	8.8 KB
04. Workspace Bookworm.html	6.0 KB
index.html	4.4 KB
/img/
watson-logo.png	194.9 KB
/Part 05-Module 02-Lesson 01_Nanodegree Career Services/
01. Access the Career Portal.html	7.8 KB
02. Prepare for the Udacity Talent Program.html	8.0 KB
index.html	4.3 KB
/img/
feb-26-2019-16-19-56.gif	6.6 MB
profiles-view.png	228.9 KB
screen-shot-2019-02-26-at-4.09.24-pm.png	107.4 KB
screen-shot-2019-02-26-at-4.25.04-pm.png	21.4 KB
talent-program.png	344.2 KB
/Part 05-Module 02-Lesson 02_Jobs in NLP/
01. Jobs in NLP.html	13.8 KB
02. Meet the Careers Team-cuKecPpZ7PM.en.vtt	3.7 KB
02. Meet the Careers Team-cuKecPpZ7PM.ja-JP.vtt	4.3 KB
02. Meet the Careers Team-cuKecPpZ7PM.mp4	21.8 MB
02. Meet the Careers Team-cuKecPpZ7PM.pt-BR.vtt	3.9 KB
02. Meet the Careers Team.html	7.6 KB
03. Access Your Career Portal.html	6.9 KB
04. Your Udacity Professional Profile.html	7.6 KB
index.html	4.4 KB
/img/
get-hired-with-the-udacity-career-portal.gif	774.9 KB
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screen-shot-2018-07-27-at-1.24.38-pm.png	31.6 KB
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/Part 05-Module 02-Lesson 03_Optimize Your GitHub Profile/
01. Prove Your Skills With GitHub.html	11.2 KB
02. Introduction-Vnj2VNQROtI.ar.vtt	2.3 KB
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02. Introduction-Vnj2VNQROtI.mp4	9.7 MB
02. Introduction-Vnj2VNQROtI.pt-BR.vtt	1.8 KB
02. Introduction-Vnj2VNQROtI.zh-CN.vtt	1.7 KB
02. Introduction.html	8.2 KB
03. GitHub profile important items-prvPVTjVkwQ.ar.vtt	4.0 KB
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03. GitHub profile important items-prvPVTjVkwQ.mp4	3.5 MB
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03. GitHub profile important items-prvPVTjVkwQ.zh-CN.vtt	2.7 KB
03. GitHub profile important items.html	8.3 KB
04. Good GitHub repository-qBi8Q1EJdfQ.ar.vtt	2.6 KB
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05. Interview with Art - Part 1-ClLYamtaO-Q.ar.vtt	4.7 KB
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05. Interview with Art - Part 1-ClLYamtaO-Q.mp4	22.8 MB
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05. Interview with Art - Part 1.html	8.0 KB
06. Identify fixes for example “bad” profile-AF07y1oAim0.ar.vtt	0.5 KB
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06. Identify fixes for example “bad” profile-AF07y1oAim0.mp4	583.0 KB
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07. Quick Fixes #1.html	7.9 KB
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09. Writing READMEs with Walter-DQEfT2Zq5_o.ar.vtt	1.5 KB
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.ar.vtt	2.9 KB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.en.vtt	2.2 KB
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10. Interview with Art - Part 2-Vvzl2J5K7-Y.mp4	13.8 MB
10. Interview with Art - Part 2-Vvzl2J5K7-Y.pt-BR.vtt	2.5 KB
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10. Interview with Art - Part 2.html	8.0 KB
11. Commit messages best practices.html	10.2 KB
12. Reflect on your commit messages-_0AHmKkfjTo.ar.vtt	0.7 KB
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13. Participating in open source projects-OxL-gMTizUA.ar.vtt	0.8 KB
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14. Interview with Art - Part 3-M6PKr3S1rPg.ar.vtt	5.5 KB
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14. Interview with Art - Part 3-M6PKr3S1rPg.mp4	26.3 MB
14. Interview with Art - Part 3-M6PKr3S1rPg.pt-BR.vtt	4.7 KB
14. Interview with Art - Part 3-M6PKr3S1rPg.zh-CN.vtt	3.8 KB
14. Interview with Art - Part 3.html	8.0 KB
15. Participating in open source projects 2-elZCLxVvJrY.ar.vtt	2.2 KB
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15. Participating in open source projects 2-elZCLxVvJrY.mp4	3.5 MB
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16. Starring interesting repositories-U3FUxkm1MxI.ar.vtt	0.5 KB
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16. Starring interesting repositories-ZwMY5rAAd7Q.mp4	3.6 MB
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16. Starring interesting repositories.html	9.6 KB
17. Next Steps.html	8.2 KB
Project Description - Optimize Your GitHub Profile.html	10.3 KB
Project Rubric - Optimize Your GitHub Profile.html	10.0 KB
index.html	6.0 KB
/img/
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/Part 06-Module 01-Lesson 01_Feature extraction and embeddings/
01. Feature Extraction-Bd6TJB8eVLQ.en.vtt	1.1 KB
01. Feature Extraction-Bd6TJB8eVLQ.mp4	6.2 MB
01. Feature Extraction-Bd6TJB8eVLQ.zh-CN.vtt	1.0 KB
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02. Bag Of Words-A7M1z8yLl0w.en.vtt	4.8 KB
02. Bag Of Words-A7M1z8yLl0w.mp4	4.2 MB
02. Bag Of Words-A7M1z8yLl0w.pt-BR.vtt	5.2 KB
02. Bag Of Words-A7M1z8yLl0w.zh-CN.vtt	4.2 KB
02. Bag of Words.html	6.2 KB
03. TF-IDF-XZBiBIRcACE.en.vtt	2.4 KB
03. TF-IDF-XZBiBIRcACE.mp4	2.2 MB
03. TF-IDF-XZBiBIRcACE.zh-CN.vtt	2.1 KB
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04. One-Hot Encoding-a0j1CDXFYZI.en.vtt	1.4 KB
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05. Word Embeddings-4mM_S9L2_JQ.en.vtt	1.6 KB
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06. Word2Vec-7jjappzGRe0.en.vtt	3.5 KB
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07. GloVe-KK3PMIiIn8o.en.vtt	4.3 KB
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08. Embeddings For Deep Learning-gj8u1KG0H2w.en.vtt	5.2 KB
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09. T-SNE-xxcK8oZ6_WE.en.vtt	2.2 KB
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10. NLP Summary-B9ul8fsQYOA.en.vtt	0.7 KB
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/Part 06-Module 01-Lesson 02_Topic Modeling/
01. Intro.html	6.9 KB
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01. Introduction-pmpHsYaKxr0.mp4	4.1 MB
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02. References.html	6.9 KB
03. Bag Of Words-WILdZVzSAiE.en.vtt	2.2 KB
03. Bag Of Words-WILdZVzSAiE.mp4	1.7 MB
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04. Latent Variables-9JQ51vOh_NY.en.vtt	2.2 KB
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05. Matrix Multiplication-8GE2EvgdG1Y.en.vtt	3.2 KB
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06. Matrices-xBrotILG97c.en.vtt	4.0 KB
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08. Solution Picking Topics-c4_EyKrMzg4.en.vtt	2.9 KB
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09. Beta Distributions-jR4sf50AFio.en.vtt	5.2 KB
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09. Beta Distributions.html	7.0 KB
10. Dirichlet Distributions.html	7.1 KB
10. NLPND LDA 09 Dirichlet Distributions RENDER V2-4wWyD0gB7H8.en.vtt	3.8 KB
10. NLPND LDA 09 Dirichlet Distributions RENDER V2-4wWyD0gB7H8.mp4	2.7 MB
10. NLPND LDA 09 Dirichlet Distributions RENDER V2-4wWyD0gB7H8.zh-CN.vtt	3.1 KB
11. Latent Dirichlet Allocation.html	7.0 KB
11. Latent Dirichlet Alocation-2wn8pNa6mg0.en.vtt	1.1 KB
11. Latent Dirichlet Alocation-2wn8pNa6mg0.mp4	903.9 KB
11. Latent Dirichlet Alocation-2wn8pNa6mg0.zh-CN.vtt	1.0 KB
12. Sample A Topic-Ft2YjIlpF1A.en.vtt	2.2 KB
12. Sample A Topic-Ft2YjIlpF1A.mp4	1.7 MB
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12. Sample A Topic-znDgb27W5As.en.vtt	2.0 KB
12. Sample A Topic-znDgb27W5As.mp4	1.7 MB
12. Sample A Topic-znDgb27W5As.zh-CN.vtt	1.7 KB
12. Sample a Topic.html	7.4 KB
13. Sample A Word-FckwjJOm9Qk.en.vtt	2.9 KB
13. Sample A Word-FckwjJOm9Qk.mp4	2.3 MB
13. Sample A Word-FckwjJOm9Qk.zh-CN.vtt	2.6 KB
13. Sample a Word-6UPqq5xzWpk.en.vtt	2.9 KB
13. Sample a Word-6UPqq5xzWpk.mp4	2.4 MB
13. Sample a Word-6UPqq5xzWpk.zh-CN.vtt	2.6 KB
13. Sample a Word.html	7.4 KB
14. Combining the Models-KRjuchtNilM.en.vtt	7.4 KB
14. Combining the Models-KRjuchtNilM.mp4	6.1 MB
14. Combining the Models-KRjuchtNilM.zh-CN.vtt	6.4 KB
14. Combining the Models.html	7.0 KB
15. Outro-y8vecBYUFPo.en.vtt	0.7 KB
15. Outro-y8vecBYUFPo.mp4	545.3 KB
15. Outro-y8vecBYUFPo.zh-CN.vtt	0.6 KB
15. Outro.html	6.9 KB
16. Notebook Topic Modeling.html	7.5 KB
17. [SOLUTION] Topic Modeling.html	7.5 KB
18. Next Steps.html	7.9 KB
index.html	5.4 KB
/img/
bag-of-words-quiz.png	366.5 KB
how-many-parameters-quiz.png	273.8 KB
meme.png	214.1 KB
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/Part 06-Module 01-Lesson 03_Sentiment Analysis/
01. Intro-MXeF39TDdZY.en.vtt	1.8 KB
01. Intro-MXeF39TDdZY.mp4	5.4 MB
01. Intro-MXeF39TDdZY.zh-CN.vtt	1.6 KB
01. Intro.html	6.3 KB
02. Sentiment Analysis 1-5aIgZ3llgSo.en.vtt	4.2 KB
02. Sentiment Analysis 1-5aIgZ3llgSo.mp4	3.1 MB
02. Sentiment Analysis 1-5aIgZ3llgSo.zh-CN.vtt	3.7 KB
02. Sentiment Analysis with a Regular Classifier.html	6.5 KB
03. Notebook Sentiment Analysis with a regular classifier.html	7.1 KB
04. [SOLUTION] Sentiment Analysis with a regular clas.html	7.0 KB
05. Sentiment Analysis RNN GIF-GZWyEHOdZ0w.mp4	426.6 KB
05. Sentiment Analysis with RNN.html	8.3 KB
06. Notebook Sentiment Analysis with an RNN.html	7.0 KB
07. [SOLUTION] Sentiment Analysis with an RNN.html	7.0 KB
08. Optional Material.html	7.1 KB
09. Outro.html	6.8 KB
index.html	5.0 KB
/img/
meme.png	214.1 KB
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/Part 06-Module 01-Lesson 04_Sequence to Sequence/
01. Introducing Jay Alammar.html	6.6 KB
02. Previous Material.html	6.7 KB
03. Jay Introduction.html	6.1 KB
03. Jay's Introduction-HPOzAlXhuxQ.en.vtt	5.9 KB
03. Jay's Introduction-HPOzAlXhuxQ.mp4	19.9 MB
03. Jay's Introduction-HPOzAlXhuxQ.pt-BR.vtt	5.7 KB
03. Jay's Introduction-HPOzAlXhuxQ.zh-CN.vtt	5.3 KB
04. Applications seq2seq-tDJBDwriJYQ.en.vtt	2.7 KB
04. Applications seq2seq-tDJBDwriJYQ.mp4	2.6 MB
04. Applications seq2seq-tDJBDwriJYQ.pt-BR.vtt	2.6 KB
04. Applications seq2seq-tDJBDwriJYQ.zh-CN.vtt	2.5 KB
04. Applications.html	6.0 KB
05. Architecture encoder decoder-dkHdEAJnV_w.en.vtt	5.6 KB
05. Architecture encoder decoder-dkHdEAJnV_w.mp4	4.7 MB
05. Architecture encoder decoder-dkHdEAJnV_w.pt-BR.vtt	5.0 KB
05. Architecture encoder decoder-dkHdEAJnV_w.zh-CN.vtt	4.9 KB
05. Architectures.html	6.1 KB
06. Architecture in More Depth-rdAo4MqLbEk.en.vtt	5.3 KB
06. Architecture in More Depth-rdAo4MqLbEk.mp4	5.6 MB
06. Architecture in More Depth-rdAo4MqLbEk.pt-BR.vtt	5.1 KB
06. Architecture in More Depth-rdAo4MqLbEk.zh-CN.vtt	4.7 KB
06. Architectures in More Depth.html	6.1 KB
07. Outro.html	6.0 KB
index.html	4.6 KB
/img/
jihadsquare.jpg	1.8 MB
meme.png	214.1 KB
/Part 06-Module 01-Lesson 05_Deep Learning Attention/
01. 01 Introduction To Attention V2-NCn97L5WbCY.en.vtt	6.3 KB
01. 01 Introduction To Attention V2-NCn97L5WbCY.mp4	38.4 MB
01. 01 Introduction To Attention V2-NCn97L5WbCY.pt-BR.vtt	7.0 KB
01. 01 Introduction To Attention V2-NCn97L5WbCY.zh-CN.vtt	5.5 KB
01. Introduction to Attention.html	7.7 KB
02. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.en.vtt	3.9 KB
02. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.mp4	3.9 MB
02. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.pt-BR.vtt	4.4 KB
02. 02 Sequence To Sequence Recap V2-MRPHIPR0pGE.zh-CN.vtt	3.4 KB
02. Sequence to Sequence Recap.html	7.7 KB
03. 03 Attention Overview Encoding V2-IctAnMaVUKc.en.vtt	1.9 KB
03. 03 Attention Overview Encoding V2-IctAnMaVUKc.mp4	1.8 MB
03. 03 Attention Overview Encoding V2-IctAnMaVUKc.pt-BR.vtt	2.0 KB
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03. Encoding -- Attention Overview.html	7.7 KB
04. 04 Attention Overview Decoding V2-DJxiPd585GY.en.vtt	3.3 KB
04. 04 Attention Overview Decoding V2-DJxiPd585GY.mp4	3.4 MB
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04. Decoding -- Attention Overview.html	7.7 KB
05. Attention Overview.html	9.9 KB
06. 05 Attention Encoder V2-sphe9LDT4rA.en.vtt	2.8 KB
06. 05 Attention Encoder V2-sphe9LDT4rA.mp4	2.5 MB
06. 05 Attention Encoder V2-sphe9LDT4rA.pt-BR.vtt	3.0 KB
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06. Attention Encoder.html	7.6 KB
07. 06 Attention Decoder V1-5mMz6nN9_Ss.en.vtt	3.4 KB
07. 06 Attention Decoder V1-5mMz6nN9_Ss.mp4	3.3 MB
07. 06 Attention Decoder V1-5mMz6nN9_Ss.pt-BR.vtt	3.7 KB
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07. Attention Decoder.html	7.6 KB
08. Attention Encoder Decoder.html	9.9 KB
09. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.en.vtt	6.5 KB
09. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.mp4	7.0 MB
09. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.pt-BR.vtt	6.9 KB
09. 07 Additive And Multiplicative Attention V1-2eqIUDjefNg.zh-CN.vtt	5.5 KB
09. Bahdanau and Luong Attention.html	8.1 KB
10. 08 Multiplicative Attention V2-1-OwCgrx1eQ.en.vtt	7.8 KB
10. 08 Multiplicative Attention V2-1-OwCgrx1eQ.mp4	8.4 MB
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10. Multiplicative Attention.html	7.7 KB
11. 09 Additive Attention V2-93VfVWZ-IvY.en.vtt	4.7 KB
11. 09 Additive Attention V2-93VfVWZ-IvY.mp4	4.4 MB
11. 09 Additive Attention V2-93VfVWZ-IvY.pt-BR.vtt	4.6 KB
11. 09 Additive Attention V2-93VfVWZ-IvY.zh-CN.vtt	4.1 KB
11. Additive Attention.html	7.6 KB
12. Additive and Multiplicative Attention.html	9.1 KB
13. 10 Computer Vision Applications V3-bhWwc4BYTYc.en.vtt	6.6 KB
13. 10 Computer Vision Applications V3-bhWwc4BYTYc.mp4	6.9 MB
13. 10 Computer Vision Applications V3-bhWwc4BYTYc.pt-BR.vtt	6.9 KB
13. 10 Computer Vision Applications V3-bhWwc4BYTYc.zh-CN.vtt	5.8 KB
13. Computer Vision Applications.html	8.8 KB
14. NLP Application Google Neural Machine Translation.html	8.8 KB
15. 11 Other Attention Methods V2-VmsR9FVpQiM.en.vtt	6.0 KB
15. 11 Other Attention Methods V2-VmsR9FVpQiM.mp4	6.1 MB
15. 11 Other Attention Methods V2-VmsR9FVpQiM.pt-BR.vtt	6.4 KB
15. 11 Other Attention Methods V2-VmsR9FVpQiM.zh-CN.vtt	5.2 KB
15. Other Attention Methods.html	8.0 KB
16. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.en.vtt	6.6 KB
16. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.mp4	6.4 MB
16. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.pt-BR.vtt	6.5 KB
16. 12 The Transformer And Self Attention V2-F-XN72bQiMQ.zh-CN.vtt	5.6 KB
16. The Transformer and Self-Attention.html	7.7 KB
17. Notebook Attention Basics.html	8.0 KB
18. [SOLUTION] Attention Basics.html	8.0 KB
19. Outro.html	7.7 KB
index.html	5.9 KB
/img/
google-machine-translation.jpg	17.8 KB
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/Part 06-Module 01-Lesson 06_RNN Keras Lab/
01. Intro.html	6.5 KB
02. Machine Translation.html	21.3 KB
03. Deciphering Code with character-level RNNs.html	6.5 KB
04. [SOLUTION] Deciphering code with character-level RNNs.html	6.5 KB
05. Congratulations!.html	6.3 KB
index.html	4.6 KB
/img/
3amigos.png	298.1 KB
jihadsquare.jpg	1.8 MB
nlp-m1-l4-machine-translation.002.png	178.3 KB
nlp-m1-l4-machine-translation.003.png	108.0 KB
nlp-m1-l4-machine-translation.004.png	127.3 KB
nlp-m1-l4-machine-translation.005.png	123.7 KB
nlp-m1-l4-machine-translation.006.png	64.0 KB
nlp-m1-l4-machine-translation.007.png	139.6 KB
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nlp-m1-l4-machine-translation.009.png	77.9 KB
/Part 06-Module 01-Lesson 07_Cloud Computing Setup Instructions/
01. Overview.html	8.1 KB
02. Create an AWS Account.html	6.6 KB
03. Get Access to GPU Instances.html	7.8 KB
04. Launch Your Instance.html	10.0 KB
05. Remotely Connecting to Your Instance.html	9.6 KB
index.html	4.6 KB
/img/
amazonwebservices-logo.svg.png	109.7 KB
aws-create-account.png	13.8 KB
instance-button.png	12.7 KB
p2xlarge-limit-request.png	132.8 KB
screen-shot-2017-06-13-at-12.58.03-pm.png	201.0 KB
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/Part 06-Module 01-Lesson 08_Project Machine Translation/
01. Introduction to GPU Workspaces.html	16.8 KB
02. Workspaces Best Practices.html	10.6 KB
03. NLP Machine Translation Workspace.html	6.6 KB
04. Project Machine Translation.html	6.6 KB
Project Description - Project Machine Translation.html	9.8 KB
Project Rubric - Project Machine Translation.html	9.8 KB
index.html	4.8 KB
/img/
jupyter-logo.png	5.9 KB
workspaces-gpu.png	149.0 KB
workspaces-jupyter.png	85.5 KB
workspaces-menu.png	96.2 KB
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/Part 06-Module 02-Lesson 01_Strengthen Your Online Presence Using LinkedIn/
01. Get Opportunities with LinkedIn.html	11.2 KB
01. Why Network-exjEm9Paszk.ar.vtt	5.3 KB
01. Why Network-exjEm9Paszk.en.vtt	3.5 KB
01. Why Network-exjEm9Paszk.es-MX.vtt	3.3 KB
01. Why Network-exjEm9Paszk.ja-JP.vtt	4.4 KB
01. Why Network-exjEm9Paszk.mp4	19.5 MB
01. Why Network-exjEm9Paszk.pt-BR.vtt	3.3 KB
01. Why Network-exjEm9Paszk.zh-CN.vtt	3.4 KB
02. Meet Chris-0ccflD9x5WU.ar.vtt	6.5 KB
02. Meet Chris-0ccflD9x5WU.en.vtt	5.0 KB
02. Meet Chris-0ccflD9x5WU.es-MX.vtt	4.6 KB
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt	5.7 KB
02. Meet Chris-0ccflD9x5WU.mp4	34.1 MB
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt	4.6 KB
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt	4.5 KB
02. Use Your Story to Stand Out.html	8.9 KB
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt	5.3 KB
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt	3.6 KB
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03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt	4.5 KB
03. Elevator Pitch-S-nAHPrkQrQ.mp4	21.6 MB
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt	3.6 KB
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt	3.5 KB
03. Why Use an Elevator Pitch.html	7.5 KB
04. Create Your Elevator Pitch.html	8.6 KB
04. Elevator Pitch-0QtgTG49E9I.ar.vtt	2.3 KB
04. Elevator Pitch-0QtgTG49E9I.en.vtt	2.1 KB
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04. Elevator Pitch-0QtgTG49E9I.mp4	10.5 MB
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt	2.0 KB
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt	2.0 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt	2.2 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt	2.0 KB
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04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt	2.4 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4	9.4 MB
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt	1.4 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt	1.8 KB
05. Use Your Elevator Pitch on LinkedIn.html	9.9 KB
06. Create Your Profile With SEO In Mind.html	9.6 KB
07. Profile Essentials.html	11.4 KB
08. Work Experiences Accomplishments.html	9.9 KB
09. Build and Strengthen Your Network.html	10.8 KB
10. Reaching Out on LinkedIn.html	9.5 KB
11. Boost Your Visibility.html	8.7 KB
12. Up Next.html	8.1 KB
Project Description - Improve Your LinkedIn Profile.html	8.2 KB
Project Rubric - Improve Your LinkedIn Profile.html	16.7 KB
index.html	5.6 KB
/img/
profile-pics.jpg	609.9 KB
redacted-linkedinresults.png	236.3 KB
screen-shot-2018-02-23-at-5.00.25-pm.png	772.4 KB
screen-shot-2018-02-23-at-5.11.40-pm.png	205.5 KB
screen-shot-2018-09-21-at-11.36.43-am.png	1.8 MB
screen-shot-2018-09-21-at-12.02.03-pm.png	57.5 KB
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/media/
unnamed-project-desc-0.gif	96.8 KB
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/Part 07-Module 01-Lesson 01_Intro to Voice User Interfaces/
01. Welcome to Voice User Interfaces!.html	5.6 KB
01. Welcome-zYDIgmGo4Xc.en.vtt	2.6 KB
01. Welcome-zYDIgmGo4Xc.mp4	19.0 MB
01. Welcome-zYDIgmGo4Xc.zh-CN.vtt	2.3 KB
02. VUI Overview-w5QGti1LHzc.en.vtt	7.0 KB
02. VUI Overview-w5QGti1LHzc.mp4	13.5 MB
02. VUI Overview-w5QGti1LHzc.zh-CN.vtt	6.2 KB
02. VUI Overview.html	5.5 KB
03. VUI Applications-wZLP8cdiA2Y.en.vtt	4.1 KB
03. VUI Applications-wZLP8cdiA2Y.mp4	12.8 MB
03. VUI Applications-wZLP8cdiA2Y.zh-CN.vtt	3.6 KB
03. VUI Applications.html	5.5 KB
index.html	4.4 KB
/Part 07-Module 01-Lesson 02_(Optional) Alexa History Skill/
01. Overview.html	7.5 KB
02. Getting Started.html	11.9 KB
03. Tasks.html	9.2 KB
04. Deploying Your Skill.html	10.1 KB
index.html	4.4 KB
/img/
alexa-interaction-model.png	143.9 KB
alexa-lambda-function-code.png	122.6 KB
alexa-simulator.png	686.3 KB
npm-test-ok.png	229.6 KB
vui-alexa-skill-overview.png	65.5 KB
vui-endpoint.png	121.8 KB
/media/
unnamed-723082-0.gif	457.4 KB
/Part 07-Module 01-Lesson 03_Speech Recognition/
01. Intro.html	7.8 KB
01. Introduction to Speech Recognition-EcsLCpnGBGs.en.vtt	3.7 KB
01. Introduction to Speech Recognition-EcsLCpnGBGs.mp4	22.4 MB
01. Introduction to Speech Recognition-EcsLCpnGBGs.zh-CN.vtt	3.4 KB
02. Challenges in ASR-59nKRkvk6As.en.vtt	5.0 KB
02. Challenges in ASR-59nKRkvk6As.mp4	6.1 MB
02. Challenges in ASR-59nKRkvk6As.zh-CN.vtt	4.7 KB
02. Challenges in ASR.html	7.7 KB
03. Signal Analysis-AJKKQJZsb7o.en.vtt	3.6 KB
03. Signal Analysis-AJKKQJZsb7o.mp4	7.8 MB
03. Signal Analysis-AJKKQJZsb7o.zh-CN.vtt	3.2 KB
03. Signal Analysis.html	7.7 KB
04. References Signal Analysis.html	10.9 KB
05. Quiz FFT.html	17.2 KB
06. Feature Extraction with MFCC.html	7.8 KB
06. Feature Extraction-qEPu5nQ4IMg.en.vtt	3.6 KB
06. Feature Extraction-qEPu5nQ4IMg.mp4	6.8 MB
06. Feature Extraction-qEPu5nQ4IMg.zh-CN.vtt	3.1 KB
07. References Feature Extraction.html	13.1 KB
08. Quiz MFCC.html	10.9 KB
09. Phonetics-v3lz8t0ZWnQ.en.vtt	3.2 KB
09. Phonetics-v3lz8t0ZWnQ.mp4	3.5 MB
09. Phonetics-v3lz8t0ZWnQ.zh-CN.vtt	2.8 KB
09. Phonetics.html	7.7 KB
10. References Phonetics.html	12.3 KB
11. Quiz Phonetics.html	9.6 KB
12. Voice Data Lab Introduction-9072Yx9hOXk.en.vtt	2.4 KB
12. Voice Data Lab Introduction-9072Yx9hOXk.mp4	7.6 MB
12. Voice Data Lab Introduction-9072Yx9hOXk.zh-CN.vtt	2.3 KB
12. Voice Data Lab Introduction.html	7.8 KB
13. Lab Voice Data.html	24.8 KB
14. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.en.vtt	2.3 KB
14. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.mp4	6.1 MB
14. Acoustic Models and the Trouble with Time-jVTZCa9Qqmk.zh-CN.vtt	2.0 KB
14. Acoustic Models and the Trouble with Time.html	7.9 KB
15. HMMs in Speech Recognition-9H2wP7g9d1g.en.vtt	3.2 KB
15. HMMs in Speech Recognition-9H2wP7g9d1g.mp4	4.0 MB
15. HMMs in Speech Recognition-9H2wP7g9d1g.zh-CN.vtt	3.0 KB
15. HMMs in Speech Recognition.html	7.8 KB
16. Language Models-vrrP9fzJGSE.en.vtt	1.0 KB
16. Language Models-vrrP9fzJGSE.mp4	2.8 MB
16. Language Models-vrrP9fzJGSE.zh-CN.vtt	0.9 KB
16. Language Models.html	7.7 KB
17. N-Grams-cSP1p9wWhHg.en.vtt	2.9 KB
17. N-Grams-cSP1p9wWhHg.mp4	3.5 MB
17. N-Grams-cSP1p9wWhHg.zh-CN.vtt	2.5 KB
17. N-Grams.html	7.7 KB
18. Quiz N-Grams.html	35.6 KB
19. References Traditional ASR.html	10.2 KB
20. A New Paradigm-ojI5SVJ7Pas.en.vtt	1.4 KB
20. A New Paradigm-ojI5SVJ7Pas.mp4	4.1 MB
20. A New Paradigm-ojI5SVJ7Pas.zh-CN.vtt	1.2 KB
20. A New Paradigm.html	7.7 KB
21. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.en.vtt	3.7 KB
21. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.mp4	4.0 MB
21. Deep Neural Networks as Speech Models-Rv8LGuiyzB8.zh-CN.vtt	3.3 KB
21. Deep Neural Networks as Speech Models.html	7.9 KB
22. Connectionist Tempora Classification (CTC).html	15.5 KB
23. References Deep Neural Network ASR.html	9.1 KB
24. Outro-xMXF5PQxHnk.en.vtt	1.2 KB
24. Outro-xMXF5PQxHnk.mp4	4.6 MB
24. Outro-xMXF5PQxHnk.zh-CN.vtt	1.1 KB
24. Outro.html	7.5 KB
index.html	6.0 KB
/img/
ctcfunction.png	1.9 KB
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fft.png	18.6 KB
fourier-analysis.png	30.6 KB
helloworld-signal.png	224.3 KB
helloworld-spectrogram.png	586.3 KB
hmm.png	466.0 KB
hmmstates.png	1.6 MB
mel-scale.png	34.2 KB
mfcc.png	26.0 KB
ngrams-numbers.png	132.3 KB
ngrams.png	123.3 KB
normalized-mfcc.png	48.7 KB
phonetics.png	3.4 KB
raw-audio.png	37.5 KB
rnndist.png	2.1 MB
sound.png	606.2 KB
source-filter-model.png	529.5 KB
spectrogram.png	1.0 MB
sum-of-components.png	90.4 KB
sv-controls.png	10.9 KB
sv-sentences.png	154.3 KB
two-speechsignals-aligned.png	2.4 MB
/Part 07-Module 01-Lesson 04_Project DNN Speech Recognizer/
01. Overview.html	6.7 KB
02. Introduction to GPU Workspaces.html	16.8 KB
03. Workspaces Best Practices.html	10.6 KB
04. Tasks.html	7.2 KB
05. VUI Speech Recognizer Workspace.html	6.5 KB
Project Description - Project DNN Speech Recognizer.html	6.9 KB
Project Rubric - Project DNN Speech Recognizer.html	13.9 KB
index.html	4.8 KB
/img/
jupyter-logo.png	5.9 KB
pipeline.png	356.6 KB
workspaces-gpu.png	149.0 KB
workspaces-jupyter.png	85.5 KB
workspaces-menu.png	96.2 KB
workspaces-new.png	87.3 KB
workspaces-notebook.png	146.3 KB
workspaces-submit.png	149.7 KB
workspaces-terminal.png	48.0 KB
/Part 08-Module 01-Lesson 01_Recurrent Neural Networks/
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.en.vtt	1.5 KB
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.mp4	10.2 MB
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.pt-BR.vtt	1.7 KB
01. 00 Luis Introducing Ortal Newtitle121217-oXv7GiC-jrM.zh-CN.vtt	1.4 KB
01. Introducing Ortal .html	8.2 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.en.vtt	4.6 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.mp4	21.9 MB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.pt-BR.vtt	4.9 KB
02. 01 RNN Intro V6 Final-AIQEqg6F38A.zh-CN.vtt	4.2 KB
02. RNN Introduction.html	8.8 KB
03. 02 RNN History V4 Final-HbxAnYUfRnc.en.vtt	3.8 KB
03. 02 RNN History V4 Final-HbxAnYUfRnc.mp4	25.4 MB
03. 02 RNN History V4 Final-HbxAnYUfRnc.pt-BR.vtt	4.2 KB
03. 02 RNN History V4 Final-HbxAnYUfRnc.zh-CN.vtt	3.4 KB
03. RNN History.html	11.5 KB
04. 03 RNN Applications V3 Final-6JbTNARuKII.en.vtt	2.8 KB
04. 03 RNN Applications V3 Final-6JbTNARuKII.mp4	18.1 MB
04. 03 RNN Applications V3 Final-6JbTNARuKII.pt-BR.vtt	3.1 KB
04. 03 RNN Applications V3 Final-6JbTNARuKII.zh-CN.vtt	2.6 KB
04. RNN Applications.html	9.7 KB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.en.vtt	5.8 KB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.mp4	27.0 MB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.pt-BR.vtt	6.2 KB
05. 04 RNN FFNN Reminder A V7 Final-_vrp2lZjXf0.zh-CN.vtt	5.1 KB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.en.vtt	4.6 KB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.mp4	20.6 MB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.pt-BR.vtt	4.8 KB
05. 05 RNN FFNN Reminder B V6 Final-FfPjaGcZODc.zh-CN.vtt	4.1 KB
05. Feedforward Neural Network-Reminder.html	11.9 KB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.en.vtt	5.3 KB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.mp4	18.6 MB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.pt-BR.vtt	5.8 KB
06. 06 FeedForward A V7 Final-4rCfnWbx8-0.zh-CN.vtt	4.6 KB
06. 07 FeedForward B V3-kTYbTVh1d0k.en.vtt	7.7 KB
06. 07 FeedForward B V3-kTYbTVh1d0k.mp4	27.9 MB
06. 07 FeedForward B V3-kTYbTVh1d0k.pt-BR.vtt	8.0 KB
06. 07 FeedForward B V3-kTYbTVh1d0k.zh-CN.vtt	6.9 KB
06. The Feedforward Process.html	15.6 KB
07. Feedforward Quiz.html	11.2 KB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.en.vtt	8.7 KB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.mp4	36.5 MB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.pt-BR.vtt	8.6 KB
08. 08 Backpropagation Theory V6 Final-Xlgd8I3TWUg.zh-CN.vtt	7.4 KB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.en.vtt	2.6 KB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.mp4	13.4 MB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.pt-BR.vtt	2.8 KB
08. 13 Overfitting Intro V4 Final-rmBLnVbFfFY.zh-CN.vtt	2.2 KB
08. Backpropagation- Theory.html	12.7 KB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.en.vtt	4.5 KB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.mp4	15.5 MB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.pt-BR.vtt	4.7 KB
09. 10 Backpropagation Example A V3 Final-3k72z_WaeXg.zh-CN.vtt	3.8 KB
09. Backpropagation - Example (part a).html	15.7 KB
09. Regra da cadeia-YAhIBOnbt54.en.vtt	1.7 KB
09. Regra da cadeia-YAhIBOnbt54.ja-JP.vtt	1.7 KB
09. Regra da cadeia-YAhIBOnbt54.mp4	1.5 MB
09. Regra da cadeia-YAhIBOnbt54.pt-BR.vtt	1.8 KB
09. Regra da cadeia-YAhIBOnbt54.zh-CN.vtt	1.5 KB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.en.vtt	8.5 KB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.mp4	38.9 MB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.pt-BR.vtt	9.2 KB
10. 12 Backpropagation Example B V6 Final-yiSwuMP2UIA.zh-CN.vtt	7.0 KB
10. Backpropagation- Example (part b).html	19.7 KB
11. Backpropagation Quiz.html	12.2 KB
12. RNN (part a).html	10.3 KB
12. 14 RNN A V4 Final-ofbnDxGSUcg.en.vtt	5.8 KB
12. 14 RNN A V4 Final-ofbnDxGSUcg.mp4	10.9 MB
12. 14 RNN A V4 Final-ofbnDxGSUcg.pt-BR.vtt	5.9 KB
12. 14 RNN A V4 Final-ofbnDxGSUcg.zh-CN.vtt	5.2 KB
13. 16 RNN B V4 Final-wsif3p5t7CI.en.vtt	5.4 KB
13. 16 RNN B V4 Final-wsif3p5t7CI.mp4	22.1 MB
13. 16 RNN B V4 Final-wsif3p5t7CI.pt-BR.vtt	6.1 KB
13. 16 RNN B V4 Final-wsif3p5t7CI.zh-CN.vtt	4.7 KB
13. RNN (part b).html	13.4 KB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.en.vtt	2.6 KB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.mp4	11.0 MB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.pt-BR.vtt	2.8 KB
14. 17 RNN Unfolded V3 Final-xLIA_PTWXog.zh-CN.vtt	2.3 KB
14. RNN- Unfolded Model.html	8.3 KB
15. Unfolded Model Quiz.html	9.6 KB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.en.vtt	5.2 KB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.mp4	23.2 MB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.pt-BR.vtt	5.6 KB
16. 18 RNN Example V5 Final-MDLk3fhpTx0.zh-CN.vtt	4.7 KB
16. RNN- Example.html	8.6 KB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.en.vtt	4.1 KB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.mp4	22.6 MB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.pt-BR.vtt	4.4 KB
17. 19 RNN BPTT A V6 Final-eE2L3-2wKac.zh-CN.vtt	3.6 KB
17. Backpropagation Through Time (part a).html	13.6 KB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.en.vtt	4.5 KB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.mp4	19.0 MB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.pt-BR.vtt	4.8 KB
18. 20 RNN BPTT B V5 Final-bUU9BEQw0IA.zh-CN.vtt	3.8 KB
18. Backpropagation Through Time (part b).html	18.5 KB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.en.vtt	3.4 KB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.mp4	18.1 MB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.pt-BR.vtt	3.8 KB
19. 21 RNN BPTT C V7 Final-uBy_eIJDD1M.zh-CN.vtt	2.9 KB
19. Backpropagation Through Time (part c).html	14.9 KB
20. BPTT Quiz 1.html	9.9 KB
21. BPTT Quiz 2.html	9.5 KB
22. BPTT Quiz 3.html	13.0 KB
23. Some more math.html	14.4 KB
24. RNN Summary-nXP0oGGRrO8.en.vtt	5.7 KB
24. RNN Summary-nXP0oGGRrO8.mp4	7.6 MB
24. RNN Summary-nXP0oGGRrO8.pt-BR.vtt	6.3 KB
24. RNN Summary-nXP0oGGRrO8.zh-CN.vtt	5.0 KB
24. RNN Summary.html	14.4 KB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.en.vtt	5.9 KB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.mp4	37.9 MB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.pt-BR.vtt	6.8 KB
25. 23 From RNNs To LSTMs V4 Final-MsqybcWmzGY.zh-CN.vtt	5.4 KB
25. From RNN to LSTM.html	10.6 KB
26. Wrap Up.html	8.2 KB
index.html	6.2 KB
/img/
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screen-shot-2018-02-21-at-3.10.10-pm.png	31.1 KB
/Part 08-Module 01-Lesson 02_Long Short-Term Memory Networks (LSTM)/
01. Intro to LSTM.html	7.2 KB
02. RNN Vs LSTM-70MgF-IwAr8.en.vtt	4.8 KB
02. RNN Vs LSTM-70MgF-IwAr8.mp4	15.4 MB
02. RNN Vs LSTM-70MgF-IwAr8.pt-BR.vtt	4.3 KB
02. RNN Vs LSTM-70MgF-IwAr8.zh-CN.vtt	4.3 KB
02. RNN vs LSTM.html	6.5 KB
03. Basics of LSTM.html	6.5 KB
03. LSTM Basics-gjb68a4XsqE.en.vtt	5.3 KB
03. LSTM Basics-gjb68a4XsqE.mp4	4.2 MB
03. LSTM Basics-gjb68a4XsqE.pt-BR.vtt	5.2 KB
03. LSTM Basics-gjb68a4XsqE.zh-CN.vtt	4.7 KB
04. Architecture of LSTM.html	6.5 KB
04. LSTM Architecture-ycwthhdx8ws.en.vtt	1.5 KB
04. LSTM Architecture-ycwthhdx8ws.mp4	1.1 MB
04. LSTM Architecture-ycwthhdx8ws.pt-BR.vtt	1.5 KB
04. LSTM Architecture-ycwthhdx8ws.zh-CN.vtt	1.4 KB
05. Learn Gate-aVHVI7ovbHY.en.vtt	2.7 KB
05. Learn Gate-aVHVI7ovbHY.mp4	2.3 MB
05. Learn Gate-aVHVI7ovbHY.pt-BR.vtt	2.7 KB
05. Learn Gate-aVHVI7ovbHY.zh-CN.vtt	2.6 KB
05. The Learn Gate.html	7.0 KB
06. Forget Gate-iWxpfxLUPSU.en.vtt	1.3 KB
06. Forget Gate-iWxpfxLUPSU.mp4	1.1 MB
06. Forget Gate-iWxpfxLUPSU.pt-BR.vtt	1.4 KB
06. Forget Gate-iWxpfxLUPSU.zh-CN.vtt	1.1 KB
06. The Forget Gate.html	7.0 KB
07. Remember Gate-0qlm86HaXuU.en.vtt	0.7 KB
07. Remember Gate-0qlm86HaXuU.mp4	693.2 KB
07. Remember Gate-0qlm86HaXuU.pt-BR.vtt	0.7 KB
07. Remember Gate-0qlm86HaXuU.zh-CN.vtt	0.6 KB
07. The Remember Gate.html	6.9 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.en.vtt	1.8 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.mp4	1.6 MB
08. LSTM 7 Use Gate-5Ifolm1jTdY.pt-BR.vtt	1.8 KB
08. LSTM 7 Use Gate-5Ifolm1jTdY.zh-CN.vtt	1.5 KB
08. The Use Gate.html	7.1 KB
09. Putting It All Together-IF8FlKW-Zo0.en.vtt	2.5 KB
09. Putting It All Together-IF8FlKW-Zo0.mp4	1.7 MB
09. Putting It All Together-IF8FlKW-Zo0.pt-BR.vtt	2.4 KB
09. Putting It All Together-IF8FlKW-Zo0.zh-CN.vtt	2.2 KB
09. Putting it All Together.html	6.5 KB
10. Quiz.html	8.3 KB
11. Other Architectures-MsxFDuYlTuQ.en.vtt	2.4 KB
11. Other Architectures-MsxFDuYlTuQ.mp4	1.8 MB
11. Other Architectures-MsxFDuYlTuQ.pt-BR.vtt	2.5 KB
11. Other Architectures-MsxFDuYlTuQ.zh-CN.vtt	2.1 KB
11. Other architectures.html	6.8 KB
12. Outro LSTM.html	6.3 KB
index.html	5.0 KB
/img/
meme.png	214.1 KB
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screen-shot-2017-11-16-at-4.27.58-pm.png	28.4 KB
screen-shot-2017-11-16-at-4.31.41-pm.png	46.0 KB
screen-shot-2017-11-16-at-5.54.40-pm.png	73.1 KB
/Part 08-Module 01-Lesson 03_Hyperparameters/
01. Introducing Jay.html	6.6 KB
02. Introduction-erwnzFD7AeE.en.vtt	2.4 KB
02. Introduction-erwnzFD7AeE.mp4	7.4 MB
02. Introduction-erwnzFD7AeE.pt-BR.vtt	2.2 KB
02. Introduction-erwnzFD7AeE.zh-CN.vtt	2.1 KB
02. Introduction.html	6.4 KB
03. Learning Rate-HLMjeDez7ps.en.vtt	12.0 KB
03. Learning Rate-HLMjeDez7ps.mp4	10.1 MB
03. Learning Rate-HLMjeDez7ps.pt-BR.vtt	10.5 KB
03. Learning Rate-HLMjeDez7ps.zh-CN.vtt	10.4 KB
03. Learning Rate.html	6.9 KB
04. Learning Rate.html	8.4 KB
05. Minibatch Size-GrrO1NFxaW8.en.vtt	5.5 KB
05. Minibatch Size-GrrO1NFxaW8.mp4	5.0 MB
05. Minibatch Size-GrrO1NFxaW8.pt-BR.vtt	4.9 KB
05. Minibatch Size-GrrO1NFxaW8.zh-CN.vtt	4.9 KB
05. Minibatch Size.html	6.7 KB
06. Number Of Iterations-TTdHpSb4DV8.en.vtt	1.7 KB
06. Number Of Iterations-TTdHpSb4DV8.mp4	1.5 MB
06. Number Of Iterations-TTdHpSb4DV8.pt-BR.vtt	1.6 KB
06. Number Of Iterations-TTdHpSb4DV8.zh-CN.vtt	1.5 KB
06. Number of Training Iterations Epochs.html	9.2 KB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.en.vtt	3.3 KB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.mp4	3.6 MB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.pt-BR.vtt	3.1 KB
07. Number Of Hidden Units Layers-IkGAIQH5wH8.zh-CN.vtt	2.9 KB
07. Number of Hidden Units Layers.html	7.3 KB
08. RNN Hyperparameters-yQvnv7l_aUo.en.vtt	4.0 KB
08. RNN Hyperparameters-yQvnv7l_aUo.mp4	4.3 MB
08. RNN Hyperparameters-yQvnv7l_aUo.pt-BR.vtt	3.8 KB
08. RNN Hyperparameters-yQvnv7l_aUo.zh-CN.vtt	3.7 KB
08. RNN Hyperparameters.html	12.8 KB
09. RNN Hyperparameters.html	7.6 KB
10. Sources References.html	7.3 KB
index.html	4.9 KB
/img/
f3iwvmld-400x400.jpg	27.1 KB
/Part 09-Module 01-Lesson 01_Keras/
01. Intro.html	6.8 KB
02. Keras.html	16.5 KB
03. Pre-Lab Student Admissions in Keras.html	12.4 KB
04. Lab Student Admissions in Keras.html	6.6 KB
05. Optimizers in Keras.html	7.0 KB
06. Keras Lab-a50un22BsLI.en.vtt	0.6 KB
06. Keras Lab-a50un22BsLI.mp4	3.6 MB
06. Keras Lab-a50un22BsLI.pt-BR.vtt	0.6 KB
06. Keras Lab-a50un22BsLI.zh-CN.vtt	0.5 KB
06. Mini Project Intro.html	6.2 KB
07. Pre-Lab IMDB Data in Keras.html	10.5 KB
08. Lab IMDB Data in Keras.html	6.5 KB
index.html	4.7 KB
/img/
all-ranks.png	315.9 KB
data.png	50.7 KB
meme.png	214.1 KB
student-acceptance.png	21.0 KB
summary.png	96.0 KB
/Part 10-Module 01-Lesson 01_Sentiment Analysis with Andrew Trask/
01. Andrew Trask - Intro-da1I0mea1jQ.en-US.vtt	5.6 KB
01. Andrew Trask - Intro-da1I0mea1jQ.mp4	25.1 MB
01. Andrew Trask - Intro-da1I0mea1jQ.pt-BR.vtt	3.8 KB
01. Andrew Trask - Intro-da1I0mea1jQ.zh-CN.vtt	5.1 KB
01. Meet Andrew.html	8.0 KB
02. Materials.html	9.9 KB
03. The Notebooks.html	8.1 KB
04. Framing the Problem-IsTOnkAKaJw.en.vtt	9.0 KB
04. Framing the Problem-IsTOnkAKaJw.mp4	18.5 MB
04. Framing the Problem-IsTOnkAKaJw.pt-BR.vtt	8.0 KB
04. Framing the Problem-IsTOnkAKaJw.zh-CN.vtt	8.5 KB
04. Framing the Problem.html	7.7 KB
05. Mini Project 1.html	8.3 KB
06. Mini Project 1 Solution-l4r5l0HvHRI.en.vtt	9.0 KB
06. Mini Project 1 Solution-l4r5l0HvHRI.mp4	26.0 MB
06. Mini Project 1 Solution-l4r5l0HvHRI.pt-BR.vtt	7.8 KB
06. Mini Project 1 Solution-l4r5l0HvHRI.zh-CN.vtt	9.1 KB
06. Mini Project 1 Solution.html	8.0 KB
07. Transforming Text into Numbers-7rHBU5cbePE.en.vtt	5.2 KB
07. Transforming Text into Numbers-7rHBU5cbePE.mp4	7.0 MB
07. Transforming Text into Numbers-7rHBU5cbePE.pt-BR.vtt	4.3 KB
07. Transforming Text into Numbers-7rHBU5cbePE.zh-CN.vtt	4.4 KB
07. Transforming Text into Numbers.html	7.8 KB
08. Mini Project 2.html	10.2 KB
09. Mini Project 2 Solution-45ihpPaeO8E.en.vtt	5.2 KB
09. Mini Project 2 Solution-45ihpPaeO8E.mp4	9.7 MB
09. Mini Project 2 Solution-45ihpPaeO8E.pt-BR.vtt	4.0 KB
09. Mini Project 2 Solution-45ihpPaeO8E.zh-CN.vtt	4.7 KB
09. Mini Project 2 Solution.html	8.0 KB
10. Building a Neural Network-aM2k7RTjjJI.en.vtt	3.4 KB
10. Building a Neural Network-aM2k7RTjjJI.mp4	10.7 MB
10. Building a Neural Network-aM2k7RTjjJI.pt-BR.vtt	2.9 KB
10. Building a Neural Network-aM2k7RTjjJI.zh-CN.vtt	3.0 KB
10. Building a Neural Network.html	7.8 KB
11. Mini Project 3.html	9.3 KB
12. Mini Project 3 Solution-imnxzCev4SI.en.vtt	18.9 KB
12. Mini Project 3 Solution-imnxzCev4SI.mp4	57.2 MB
12. Mini Project 3 Solution-imnxzCev4SI.pt-BR.vtt	16.2 KB
12. Mini Project 3 Solution-imnxzCev4SI.zh-CN.vtt	16.2 KB
12. Mini Project 3 Solution.html	8.0 KB
13. Understanding Neural Noise-ubqhh4Iv7O4.en.vtt	16.0 KB
13. Understanding Neural Noise-ubqhh4Iv7O4.mp4	52.7 MB
13. Understanding Neural Noise-ubqhh4Iv7O4.pt-BR.vtt	14.0 KB
13. Understanding Neural Noise-ubqhh4Iv7O4.zh-CN.vtt	13.8 KB
13. Understanding Neural Noise.html	7.8 KB
14. Mini Project 4.html	8.4 KB
15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.en.vtt	9.5 KB
15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.mp4	21.7 MB
15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.pt-BR.vtt	8.0 KB
15. Understanding Inefficiencies in our Network-4MuS-6ATxCU.zh-CN.vtt	8.4 KB
15. Understanding Inefficiencies in our Network.html	7.9 KB
16. Mini Project 5.html	9.2 KB
17. Mini Project 5 Solution-Hv86B_jjWTI.en.vtt	9.8 KB
17. Mini Project 5 Solution-Hv86B_jjWTI.mp4	30.3 MB
17. Mini Project 5 Solution-Hv86B_jjWTI.pt-BR.vtt	8.5 KB
17. Mini Project 5 Solution-Hv86B_jjWTI.zh-CN.vtt	8.4 KB
17. Mini Project 5 Solution.html	8.0 KB
18. Further Noise Reduction-Kl3hWxizKVg.en.vtt	11.2 KB
18. Further Noise Reduction-Kl3hWxizKVg.mp4	23.4 MB
18. Further Noise Reduction-Kl3hWxizKVg.pt-BR.vtt	10.4 KB
18. Further Noise Reduction-Kl3hWxizKVg.zh-CN.vtt	10.2 KB
18. Further Noise Reduction.html	7.7 KB
19. Mini Project 6.html	9.3 KB
20. Mini Project 6 Solution-ji0famK7gOQ.en.vtt	14.3 KB
20. Mini Project 6 Solution-ji0famK7gOQ.mp4	41.0 MB
20. Mini Project 6 Solution-ji0famK7gOQ.pt-BR.vtt	12.5 KB
20. Mini Project 6 Solution-ji0famK7gOQ.zh-CN.vtt	12.4 KB
20. Mini Project 6 Solution.html	8.2 KB
21. Analysis What's Going on in the Weights-UHsT35pbpcE.en.vtt	14.0 KB
21. Analysis What's Going on in the Weights-UHsT35pbpcE.mp4	35.3 MB
21. Analysis What's Going on in the Weights-UHsT35pbpcE.pt-BR.vtt	12.9 KB
21. Analysis What's Going on in the Weights-UHsT35pbpcE.zh-CN.vtt	12.4 KB
21. Analysis What's Going on in the Weights.html	8.1 KB
22. Andrew Trask - Outro-nIF0GLOQglQ.en-US.vtt	2.8 KB
22. Andrew Trask - Outro-nIF0GLOQglQ.mp4	12.4 MB
22. Andrew Trask - Outro-nIF0GLOQglQ.pt-BR.vtt	2.2 KB
22. Andrew Trask - Outro-nIF0GLOQglQ.zh-CN.vtt	2.5 KB
22. Conclusion.html	7.6 KB
index.html	6.0 KB
/img/
notebook.png	71.9 KB
/Part 10-Module 01-Lesson 02_Sentiment Prediction RNN/
01. Intro.html	7.1 KB
02. Sentiment Prediction-uGN3rZJRiMY.en.vtt	8.9 KB
02. Sentiment Prediction-uGN3rZJRiMY.mp4	66.4 MB
02. Sentiment Prediction-uGN3rZJRiMY.pt-BR.vtt	7.5 KB
02. Sentiment Prediction-uGN3rZJRiMY.zh-CN.vtt	8.2 KB
02. Sentiment RNN.html	6.0 KB
03. Data Preprocessing-h4-LwZU9_k8.en.vtt	5.5 KB
03. Data Preprocessing-h4-LwZU9_k8.mp4	7.2 MB
03. Data Preprocessing-h4-LwZU9_k8.pt-BR.vtt	4.7 KB
03. Data Preprocessing-h4-LwZU9_k8.zh-CN.vtt	4.6 KB
03. Data Preprocessing.html	6.0 KB
04. Creating Testing Sets-BRBbrNLz1ho.en.vtt	2.1 KB
04. Creating Testing Sets-BRBbrNLz1ho.mp4	2.2 MB
04. Creating Testing Sets-BRBbrNLz1ho.pt-BR.vtt	1.8 KB
04. Creating Testing Sets-BRBbrNLz1ho.zh-CN.vtt	1.7 KB
04. Creating Testing Sets.html	6.4 KB
05. Building The RNN 1-XTD6slf64fM.en.vtt	14.2 KB
05. Building The RNN 1-XTD6slf64fM.mp4	20.0 MB
05. Building The RNN 1-XTD6slf64fM.pt-BR.vtt	12.6 KB
05. Building The RNN 1-XTD6slf64fM.zh-CN.vtt	12.4 KB
05. Building the RNN.html	6.2 KB
06. Training The Network-nknJ3Xu3ld0.en.vtt	6.5 KB
06. Training The Network-nknJ3Xu3ld0.mp4	8.8 MB
06. Training The Network-nknJ3Xu3ld0.pt-BR.vtt	5.8 KB
06. Training The Network-nknJ3Xu3ld0.zh-CN.vtt	5.6 KB
06. Training the Network.html	6.1 KB
07. Sentiment RNN 2-V9YGGjmoHS0.en.vtt	18.1 KB
07. Sentiment RNN 2-V9YGGjmoHS0.mp4	24.2 MB
07. Sentiment RNN 2-V9YGGjmoHS0.pt-BR.vtt	16.1 KB
07. Sentiment RNN 2-V9YGGjmoHS0.zh-CN.vtt	15.1 KB
07. Solutions.html	5.9 KB
index.html	4.6 KB
/img/
mat-headshot.png	184.3 KB
/Part 11-Module 01-Lesson 01_TensorFlow/
01. Intro.html	9.2 KB
02. Installing TensorFlow.html	9.6 KB
03. Hello, Tensor World!.html	9.8 KB
04. Quiz TensorFlow Linear Function.html	23.0 KB
05. Quiz TensorFlow Softmax.html	10.0 KB
06. Quiz TensorFlow Cross Entropy.html	10.4 KB
07. Quiz Mini-batch.html	26.9 KB
08. Epochs.html	14.4 KB
09. Pre-Lab NotMNIST in TensorFlow.html	9.5 KB
10. Lab NotMNIST in TensorFlow.html	7.6 KB
11. Two-layer Neural Network.html	9.0 KB
12. Quiz TensorFlow ReLUs.html	10.7 KB
13. Deep Neural Network in TensorFlow.html	12.9 KB
14. Save and Restore TensorFlow Models.html	16.0 KB
15. Finetuning.html	11.4 KB
16. Quiz TensorFlow Dropout.html	15.0 KB
17. Conclusion-wOiUQDgGD9E.en.vtt	0.7 KB
17. Conclusion-wOiUQDgGD9E.mp4	4.3 MB
17. Conclusion-wOiUQDgGD9E.pt-BR.vtt	1.0 KB
17. Conclusion-wOiUQDgGD9E.zh-CN.vtt	0.7 KB
17. Outro.html	7.0 KB
index.html	5.5 KB
/img/
cross-entropy-diagram.png	64.2 KB
dropout-node.jpeg	64.2 KB
layers.png	293.0 KB
linear-equation.gif	1.3 KB
meme.png	214.1 KB
mnist-012.png	20.7 KB
multi-layer.png	219.5 KB
notmnist.png	55.5 KB
relu-network.png	31.8 KB
session.png	31.6 KB
softmax-input-output.png	53.7 KB
tensorflow.png	87.3 KB
weights-0-1-2.png	25.2 KB
/media/
nmn.png	10.1 KB
/Part 12-Module 01-Lesson 01_Embeddings and Word2Vec/
01. Additional NLP Lessons.html	6.6 KB
02. Embeddings Intro.html	7.9 KB
03. Implementing Word2Vec-7M431_f9HgE.en.vtt	17.3 KB
03. Implementing Word2Vec-7M431_f9HgE.mp4	156.9 MB
03. Implementing Word2Vec-7M431_f9HgE.pt-BR.vtt	17.6 KB
03. Implementing Word2Vec-7M431_f9HgE.zh-CN.vtt	14.6 KB
03. Implementing Word2Vec.html	6.4 KB
04. Subsampling Solution-MAUM_mV_lj8.en.vtt	6.1 KB
04. Subsampling Solution-MAUM_mV_lj8.mp4	10.1 MB
04. Subsampling Solution-MAUM_mV_lj8.pt-BR.vtt	6.4 KB
04. Subsampling Solution-MAUM_mV_lj8.zh-CN.vtt	5.2 KB
04. Subsampling Solution.html	6.4 KB
05. Making Batches-jx7qwdw-94k.en.vtt	4.6 KB
05. Making Batches-jx7qwdw-94k.mp4	8.1 MB
05. Making Batches-jx7qwdw-94k.pt-BR.vtt	4.6 KB
05. Making Batches-jx7qwdw-94k.zh-CN.vtt	3.9 KB
05. Making Batches.html	6.4 KB
06. Batches Solution-DdfR0RjSC-Q.en.vtt	2.7 KB
06. Batches Solution-DdfR0RjSC-Q.mp4	4.1 MB
06. Batches Solution-DdfR0RjSC-Q.pt-BR.vtt	2.6 KB
06. Batches Solution-DdfR0RjSC-Q.zh-CN.vtt	2.5 KB
06. Batches Solution.html	6.4 KB
07. Building The Network-fhSb5c6UX6M.en.vtt	5.3 KB
07. Building The Network-fhSb5c6UX6M.mp4	8.5 MB
07. Building The Network-fhSb5c6UX6M.pt-BR.vtt	5.0 KB
07. Building The Network-fhSb5c6UX6M.zh-CN.vtt	4.2 KB
07. Building the Network.html	6.4 KB
08. Negative Sampling-gW17AHBKbHY.en.vtt	2.6 KB
08. Negative Sampling-gW17AHBKbHY.mp4	4.4 MB
08. Negative Sampling-gW17AHBKbHY.pt-BR.vtt	2.4 KB
08. Negative Sampling-gW17AHBKbHY.zh-CN.vtt	2.2 KB
08. Negative Sampling.html	6.4 KB
09. Building The Network Solution-pkBAhQ2Ki-8.en.vtt	4.2 KB
09. Building The Network Solution-pkBAhQ2Ki-8.mp4	7.7 MB
09. Building The Network Solution-pkBAhQ2Ki-8.pt-BR.vtt	4.1 KB
09. Building The Network Solution-pkBAhQ2Ki-8.zh-CN.vtt	3.4 KB
09. Building the Network Solution.html	6.5 KB
10. Training Results-uISA5ns47s8.en.vtt	4.5 KB
10. Training Results-uISA5ns47s8.mp4	54.6 MB
10. Training Results-uISA5ns47s8.pt-BR.vtt	4.5 KB
10. Training Results-uISA5ns47s8.zh-CN.vtt	3.9 KB
10. Training Results.html	6.3 KB
index.html	4.9 KB
/img/
arpan-c-circle.png	316.5 KB
linear-relationships.png	115.0 KB
mat-headshot.png	184.3 KB
/Part 13-Module 01-Lesson 01_Project Part of Speech Tagging/
01. Introduction.html	9.1 KB
Project Description - Part of Speech Tagging.html	7.5 KB
Project Rubric - Part of Speech Tagging.html	9.9 KB
index.html	4.4 KB
/
[CourseClub.Me].url	0.0 KB
[DesireCourse.Net].url	0.1 KB
/assets/css/
bootstrap.min.css	140.9 KB
jquery.mCustomScrollbar.min.css	42.8 KB
katex.min.css	22.1 KB
plyr.css	24.2 KB
styles.css	3.9 KB
/assets/css/fonts/
KaTeX_AMS-Regular.ttf	71.4 KB
KaTeX_AMS-Regular.woff	40.2 KB
KaTeX_AMS-Regular.woff2	33.2 KB
KaTeX_Caligraphic-Bold.ttf	19.6 KB
KaTeX_Caligraphic-Bold.woff	12.1 KB
KaTeX_Caligraphic-Bold.woff2	10.6 KB
KaTeX_Caligraphic-Regular.ttf	19.0 KB
KaTeX_Caligraphic-Regular.woff	11.9 KB
KaTeX_Caligraphic-Regular.woff2	10.4 KB
KaTeX_Fraktur-Bold.ttf	36.0 KB
KaTeX_Fraktur-Bold.woff	23.4 KB
KaTeX_Fraktur-Bold.woff2	20.5 KB
KaTeX_Fraktur-Regular.ttf	34.7 KB
KaTeX_Fraktur-Regular.woff	22.8 KB
KaTeX_Fraktur-Regular.woff2	19.9 KB
KaTeX_Main-Bold.ttf	61.7 KB
KaTeX_Main-Bold.woff	36.8 KB
KaTeX_Main-Bold.woff2	30.6 KB
KaTeX_Main-BoldItalic.ttf	44.8 KB
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KaTeX_Main-BoldItalic.woff2	22.2 KB
KaTeX_Main-Italic.ttf	48.0 KB
KaTeX_Main-Italic.woff	27.2 KB
KaTeX_Main-Italic.woff2	23.1 KB
KaTeX_Main-Regular.ttf	70.1 KB
KaTeX_Main-Regular.woff	39.4 KB
KaTeX_Main-Regular.woff2	32.9 KB
KaTeX_Math-BoldItalic.ttf	39.7 KB
KaTeX_Math-BoldItalic.woff	23.2 KB
KaTeX_Math-BoldItalic.woff2	20.0 KB
KaTeX_Math-Italic.ttf	41.4 KB
KaTeX_Math-Italic.woff	23.8 KB
KaTeX_Math-Italic.woff2	20.4 KB
KaTeX_SansSerif-Bold.ttf	34.0 KB
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KaTeX_SansSerif-Regular.ttf	30.2 KB
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KaTeX_Size4-Regular.ttf	11.3 KB
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KaTeX_Typewriter-Regular.ttf	36.3 KB
KaTeX_Typewriter-Regular.woff	20.9 KB
KaTeX_Typewriter-Regular.woff2	17.5 KB
/assets/img/
udacimak.png	472.1 KB
/assets/js/
bootstrap.min.js	51.0 KB
jquery-3.3.1.min.js	86.9 KB
jquery.mCustomScrollbar.concat.min.js	45.5 KB
katex.min.js	236.8 KB
plyr.polyfilled.min.js	129.2 KB
/img/
aind-slides.018.1200x900.jpg	402.9 KB
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