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[Coursera] Natural Language Processing Specialization
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文档列表
04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.mp4
306.0 MB
01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.mp4
232.6 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.mp4
26.8 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.mp4
11.7 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.mp4
11.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.mp4
11.5 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.mp4
10.7 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.mp4
10.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.mp4
10.0 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.mp4
10.0 MB
03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.mp4
9.4 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.mp4
8.5 MB
03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.mp4
8.1 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.mp4
8.1 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.mp4
8.0 MB
03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.mp4
7.9 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.mp4
7.5 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.mp4
7.4 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.mp4
7.4 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.mp4
7.1 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.mp4
7.1 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.mp4
7.0 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.mp4
6.9 MB
03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.mp4
6.9 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.mp4
6.8 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.mp4
6.8 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.mp4
6.7 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.mp4
6.7 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.mp4
6.6 MB
03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.mp4
6.6 MB
03_vector-space-models/01_lecture-vector-space-models/01_02_vector-space-models.mp4
6.5 MB
03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.mp4
6.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.mp4
6.4 MB
03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.mp4
6.4 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.mp4
6.0 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.mp4
5.9 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.mp4
5.5 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.mp4
5.4 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_14_putting-it-all-together.mp4
5.1 MB
03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.mp4
5.0 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_15_searching-documents.mp4
5.0 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_01_week-introduction.mp4
5.0 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_24_week-conclusion.mp4
4.8 MB
03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.mp4
4.6 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_12_log-likelihood-part-2.mp4
4.3 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_02_overview.mp4
3.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.mp4
3.4 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_04_week-introduction.mp4
3.0 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_01_week-introduction.mp4
2.5 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_21_naive-bayes-assumptions_instructions.html
1.8 MB
03_vector-space-models/01_lecture-vector-space-models/01_15_visualization-and-pca_instructions.html
1.3 MB
03_vector-space-models/01_lecture-vector-space-models/01_13_manipulating-words-in-vector-spaces_instructions.html
922.9 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_11_feature-extraction-with-frequencies_instructions.html
771.1 kB
03_vector-space-models/01_lecture-vector-space-models/01_03_vector-space-models_instructions.html
769.7 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_07_naive-bayes-introduction_instructions.html
735.7 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_06_supervised-ml-sentiment-analysis_instructions.html
729.0 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_17_logistic-regression-overview_instructions.html
710.6 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_08_hash-tables-and-hash-functions_instructions.html
653.1 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_05_bayes-rule_instructions.html
616.3 kB
03_vector-space-models/01_lecture-vector-space-models/01_11_cosine-similarity_instructions.html
591.1 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_11_log-likelihood-part-1_instructions.html
590.3 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_10_locality-sensitive-hashing_instructions.html
578.6 kB
03_vector-space-models/01_lecture-vector-space-models/01_17_pca-algorithm_instructions.html
552.8 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_04_transforming-word-vectors_instructions.html
533.2 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_16_searching-documents_instructions.html
518.2 kB
03_vector-space-models/01_lecture-vector-space-models/01_05_word-by-word-and-word-by-doc_instructions.html
480.0 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_14_approximate-nearest-neighbors_instructions.html
472.4 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_23_error-analysis_instructions.html
455.1 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_12_multiple-planes_instructions.html
453.4 kB
03_vector-space-models/01_lecture-vector-space-models/01_07_euclidian-distance_instructions.html
427.9 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_03_probability-and-bayes-rule_instructions.html
405.8 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_19_logistic-regression-training_instructions.html
380.4 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_17_testing-naive-bayes_instructions.html
364.2 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_15_putting-it-all-together_instructions.html
354.1 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_06_k-nearest-neighbors_instructions.html
341.8 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_13_log-likelihood-part-2_instructions.html
331.0 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_23_optional-logistic-regression-cost-function_instructions.html
304.1 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_21_logistic-regression-testing_instructions.html
302.7 kB
03_vector-space-models/01_lecture-vector-space-models/01_09_cosine-similarity-intuition_instructions.html
272.4 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_03_acknowledgement-ken-church_instructions.html
238.4 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_15_training-naive-bayes_instructions.html
233.8 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_08_vocabulary-feature-extraction_instructions.html
200.7 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_13_preprocessing_instructions.html
160.3 kB
04_machine-translation-and-document-search/02_lecture-notes-optional/02_01_lecture-notes-w4_www.deeplearning.ai
121.9 kB
02_sentiment-analysis-with-naive-bayes/02_lecture-notes-optional/02_01_lecture-notes-w2_www.deeplearning.ai
121.9 kB
03_vector-space-models/02_lecture-notes-optional/02_01_lecture-notes-w3_www.deeplearning.ai
121.9 kB
01_sentiment-analysis-with-logistic-regression/02_lecture-notes-optional/02_01_lecture-notes-w1_www.deeplearning.ai
121.9 kB
01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.en.srt
67.0 kB
04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.en.srt
41.8 kB
01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.en.txt
35.3 kB
04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.en.txt
25.4 kB
01_sentiment-analysis-with-logistic-regression/03_practice-quiz/03_01_logistic-regression_quiz.html
11.9 kB
02_sentiment-analysis-with-naive-bayes/03_practice-quiz/03_01_naive-bayes_quiz.html
11.8 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.en.srt
10.9 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.en.srt
10.4 kB
03_vector-space-models/03_practice-quiz/03_01_vector-space-models_quiz.html
9.9 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.en.srt
9.4 kB
04_machine-translation-and-document-search/03_practice-quiz/03_01_hashing-and-machine-translation_quiz.html
8.9 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.en.srt
7.7 kB
03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.en.srt
7.7 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.en.srt
7.6 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.en.srt
7.5 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.en.srt
7.0 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.en.srt
7.0 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.en.txt
6.9 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.en.srt
6.8 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.en.srt
6.6 kB
03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.en.srt
6.4 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.en.srt
6.3 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.en.srt
6.1 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_25_optional-logistic-regression-gradient_instructions.html
5.9 kB
03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.en.srt
5.8 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.en.srt
5.8 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.en.srt
5.7 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.en.srt
5.6 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.en.srt
5.6 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.en.txt
5.4 kB
03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.en.srt
5.3 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.en.srt
5.3 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.en.srt
5.2 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.en.srt
5.1 kB
01_sentiment-analysis-with-logistic-regression/04_assignment-sentiment-analysis-with-logistic-regression/04_01_optional-downloading-your-notebook-downloading-your-workspace-and-refreshing_instructions.html
5.1 kB
03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.en.srt
5.0 kB
03_vector-space-models/01_lecture-vector-space-models/01_18_the-rotation-matrix-optional-reading_instructions.html
5.0 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.en.srt
4.9 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.en.txt
4.9 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.en.txt
4.9 kB
03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.en.srt
4.9 kB
03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.en.srt
4.9 kB
04_machine-translation-and-document-search/06_acknowledgments-and-bibliography/06_01_acknowledgements_instructions.html
4.7 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.en.srt
4.6 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.en.srt
4.6 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.en.txt
4.6 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.en.txt
4.3 kB
03_vector-space-models/01_lecture-vector-space-models/01_02_vector-space-models.en.srt
4.3 kB
03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.en.txt
4.1 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.en.srt
4.1 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.en.txt
4.1 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.en.txt
4.0 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.en.srt
3.9 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.en.srt
3.9 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.en.txt
3.7 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_02_overview.en.srt
3.6 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.en.txt
3.5 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.en.srt
3.4 kB
03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.en.txt
3.4 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.en.txt
3.3 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.en.txt
3.3 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.en.txt
3.2 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_14_putting-it-all-together.en.srt
3.2 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.en.txt
3.2 kB
03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.en.txt
3.2 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.en.txt
3.1 kB
03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.en.txt
3.1 kB
03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.en.txt
3.0 kB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.en.txt
3.0 kB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.en.txt
3.0 kB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.en.txt
2.9 kB
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