[Coursera] Natural Language Processing Specialization


[Coursera] Natural Language Processing Specialization
Category:
 Other
Date:
04/22/24 at 9:44am GMT+1
Submitter:
Unknown
Seeders:
17
Leechers:
4
File size:
861 MB in 99 files

Torrent Status:
  This torrent has been verified.

Infohash:
efcd5db7d683aac9457bd9bdf2614188d26a7976


File list

  • [Coursera] Natural Language Processing Specialization
  • icon 0. Join Our Discord for More Awesome Stuff!.txt 142 B
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.en.txt 4.2 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.en.srt 2.8 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.en.txt 1.5 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_04_week-introduction.en.srt 1.2 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_04_week-introduction.en.txt 640 B
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.en.srt 3.8 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.en.txt 2.4 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.en.srt 4.5 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.en.txt 2.3 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.en.srt 4.5 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.en.txt 2.4 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.en.srt 4 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.en.txt 2.1 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.en.srt 5.5 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.en.txt 2.9 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_14_putting-it-all-together.en.srt 3.1 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_14_putting-it-all-together.en.txt 2 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.en.srt 5 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.en.txt 2.6 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.en.srt 3.3 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.en.txt 1.8 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.en.txt 3.9 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.en.txt 4.5 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.en.srt 861 B
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.en.txt 531 B
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_25_optional-logistic-regression-gradient_instructions.html 5.8 KB
    icon 01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_26_important-have-questions-issues-or-ideas-join-our-forum_instructions.html 1.6 KB
    icon 01_sentiment-analysis-with-logistic-regression/02_lecture-notes-optional/02_01_lecture-notes-w1_instructions.html 2.4 KB
    icon 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 4.9 KB
    icon 01_sentiment-analysis-with-logistic-regression/04_assignment-sentiment-analysis-with-logistic-regression/04_02_logistic-regression_instructions.html 1.8 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_01_week-introduction.en.srt 798 B
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_01_week-introduction.en.txt 468 B
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.en.srt 5.5 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.en.txt 2.9 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.en.txt 3.6 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.en.txt 4.8 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.en.srt 3.8 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.en.txt 2.3 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_09_laplacian-smoothing_instructions.html 1.9 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.en.txt 5.2 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_12_log-likelihood-part-2.en.srt 2.6 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_12_log-likelihood-part-2.en.txt 1.6 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.en.srt 6.2 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.en.txt 3.2 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.en.txt 4 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.en.srt 5.5 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.en.txt 2.9 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_19_applications-of-naive-bayes_instructions.html 1.3 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.en.srt 4.8 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.en.txt 3 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.en.srt 5.1 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.en.txt 3.1 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_24_week-conclusion.en.srt 1.3 KB
    icon 02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_24_week-conclusion.en.txt 833 B
    icon 02_sentiment-analysis-with-naive-bayes/02_lecture-notes-optional/02_01_lecture-notes-w2_instructions.html 2.4 KB
    icon 02_sentiment-analysis-with-naive-bayes/04_assignment-naive-bayes/04_01_naive-bayes_instructions.html 1 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.en.srt 1.2 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.en.txt 764 B
    icon 03_vector-space-models/01_lecture-vector-space-models/01_02_vector-space-models.en.srt 4.2 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_02_vector-space-models.en.txt 2.7 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.en.txt 4 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.en.srt 5.6 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.en.txt 3 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.en.srt 4.9 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.en.txt 2.5 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.en.txt 3.3 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.en.srt 5.2 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.en.txt 2.8 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.en.srt 4.8 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.en.txt 3 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.en.srt 4.8 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.en.txt 3.1 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_18_the-rotation-matrix-optional-reading_instructions.html 4.8 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.en.srt 1.2 KB
    icon 03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.en.txt 777 B
    icon 03_vector-space-models/02_lecture-notes-optional/02_01_lecture-notes-w3_instructions.html 2.4 KB
    icon 03_vector-space-models/04_assignment-vector-space-models/04_01_assignment-vector-space-models_instructions.html 1 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_01_week-introduction.en.srt 1.4 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_01_week-introduction.en.txt 762 B
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_02_overview.en.srt 3.5 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_02_overview.en.txt 1.9 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.en.srt 5.6 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.en.txt 3 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.en.txt 3.4 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.en.txt 4.8 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.en.srt 5.9 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.en.txt 3.1 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.en.srt 5.1 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.en.txt 3.2 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_15_searching-documents.en.srt 2.3 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_15_searching-documents.en.txt 1.5 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.en.srt 1.3 KB
    icon 04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.en.txt 882 B
    icon 04_machine-translation-and-document-search/02_lecture-notes-optional/02_01_lecture-notes-w4_instructions.html 2.4 KB
    icon 04_machine-translation-and-document-search/04_end-of-access-to-lab-notebooks/04_01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html 2.2 KB
    icon 04_machine-translation-and-document-search/05_assignment-machine-translation/05_01_word-translation_instructions.html 1.1 KB
    icon 04_machine-translation-and-document-search/06_acknowledgments-and-bibliography/06_01_acknowledgements_instructions.html 4.5 KB
    icon 04_machine-translation-and-document-search/06_acknowledgments-and-bibliography/06_02_bibliography_instructions.html 1.2 KB

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