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Title [Coursera] Natural Language Processing Specialization
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Size 861.47MB

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0. Join Our Discord for More Awesome Stuff!.txt 142B
01_01_week-introduction.en.srt 798B
01_01_week-introduction.en.srt 1.23KB
01_01_week-introduction.en.srt 1.40KB
01_01_week-introduction.en.txt 468B
01_01_week-introduction.en.txt 762B
01_01_week-introduction.en.txt 764B
01_01_week-introduction.mp4 2.41MB
01_01_week-introduction.mp4 4.75MB
01_01_week-introduction.mp4 4.77MB
01_01_welcome-to-the-nlp-specialization.en.srt 6.61KB
01_01_welcome-to-the-nlp-specialization.en.txt 4.19KB
01_01_welcome-to-the-nlp-specialization.mp4 25.53MB
01_02_overview.en.srt 3.53KB
01_02_overview.en.txt 1.88KB
01_02_overview.mp4 3.32MB
01_02_probability-and-bayes-rule.en.srt 5.47KB
01_02_probability-and-bayes-rule.en.txt 2.85KB
01_02_probability-and-bayes-rule.mp4 6.52MB
01_02_vector-space-models.en.srt 4.17KB
01_02_vector-space-models.en.txt 2.69KB
01_02_vector-space-models.mp4 6.22MB
01_02_welcome-to-course-1.en.srt 2.83KB
01_02_welcome-to-course-1.en.txt 1.51KB
01_02_welcome-to-course-1.mp4 10.03MB
01_03_acknowledgement-ken-church_instructions.html 232.82KB
01_03_probability-and-bayes-rule_instructions.html 396.31KB
01_03_transforming-word-vectors.en.srt 10.60KB
01_03_transforming-word-vectors.en.txt 6.71KB
01_03_transforming-word-vectors.mp4 11.00MB
01_03_vector-space-models_instructions.html 751.66KB
01_04_bayes-rule.en.srt 6.85KB
01_04_bayes-rule.en.txt 3.64KB
01_04_bayes-rule.mp4 7.67MB
01_04_transforming-word-vectors_instructions.html 520.74KB
01_04_week-introduction.en.srt 1.25KB
01_04_week-introduction.en.txt 640B
01_04_week-introduction.mp4 2.90MB
01_04_word-by-word-and-word-by-doc.en.srt 7.50KB
01_04_word-by-word-and-word-by-doc.en.txt 4.05KB
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01_05_bayes-rule_instructions.html 601.84KB
01_05_k-nearest-neighbors.en.srt 5.63KB
01_05_k-nearest-neighbors.en.txt 2.96KB
01_05_k-nearest-neighbors.mp4 6.37MB
01_05_supervised-ml-sentiment-analysis.en.srt 3.79KB
01_05_supervised-ml-sentiment-analysis.en.txt 2.40KB
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01_06_euclidean-distance.en.srt 5.64KB
01_06_euclidean-distance.en.txt 2.96KB
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01_06_k-nearest-neighbors_instructions.html 333.77KB
01_06_naive-bayes-introduction.en.srt 9.17KB
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01_06_supervised-ml-sentiment-analysis_instructions.html 711.91KB
01_07_euclidian-distance_instructions.html 417.90KB
01_07_hash-tables-and-hash-functions.en.srt 6.40KB
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01_07_naive-bayes-introduction_instructions.html 718.50KB
01_07_vocabulary-feature-extraction.en.srt 4.48KB
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01_08_cosine-similarity-intuition.en.srt 4.87KB
01_08_cosine-similarity-intuition.en.txt 2.52KB
01_08_cosine-similarity-intuition.mp4 6.13MB
01_08_hash-tables-and-hash-functions_instructions.html 637.77KB
01_08_laplacian-smoothing.en.srt 3.80KB
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01_08_laplacian-smoothing.mp4 6.56MB
01_08_vocabulary-feature-extraction_instructions.html 195.99KB
01_09_cosine-similarity-intuition_instructions.html 266.02KB
01_09_laplacian-smoothing_instructions.html 1.92KB
01_09_locality-sensitive-hashing.en.srt 7.53KB
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01_09_locality-sensitive-hashing.mp4 9.57MB
01_09_negative-and-positive-frequencies.en.srt 4.54KB
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01_10_cosine-similarity.en.srt 6.27KB
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01_10_feature-extraction-with-frequencies.en.srt 3.99KB
01_10_feature-extraction-with-frequencies.en.txt 2.14KB
01_10_feature-extraction-with-frequencies.mp4 6.13MB
01_10_locality-sensitive-hashing_instructions.html 565.04KB
01_10_log-likelihood-part-1.en.srt 10.12KB
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01_10_log-likelihood-part-1.mp4 11.18MB
01_11_cosine-similarity_instructions.html 577.26KB
01_11_feature-extraction-with-frequencies_instructions.html 753.01KB
01_11_log-likelihood-part-1_instructions.html 576.45KB
01_11_multiple-planes.en.srt 5.92KB
01_11_multiple-planes.en.txt 3.15KB
01_11_multiple-planes.mp4 7.10MB
01_12_log-likelihood-part-2.en.srt 2.63KB
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01_12_manipulating-words-in-vector-spaces.en.srt 5.22KB
01_12_manipulating-words-in-vector-spaces.en.txt 2.81KB
01_12_manipulating-words-in-vector-spaces.mp4 7.71MB
01_12_multiple-planes_instructions.html 442.80KB
01_12_preprocessing.en.srt 5.53KB
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01_13_approximate-nearest-neighbors.en.srt 5.11KB
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01_13_approximate-nearest-neighbors.mp4 7.18MB
01_13_log-likelihood-part-2_instructions.html 323.26KB
01_13_manipulating-words-in-vector-spaces_instructions.html 901.28KB
01_13_preprocessing_instructions.html 156.50KB
01_14_approximate-nearest-neighbors_instructions.html 461.36KB
01_14_putting-it-all-together.en.srt 3.13KB
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01_14_training-naive-bayes.en.srt 6.18KB
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01_14_training-naive-bayes.mp4 7.08MB
01_14_visualization-and-pca.en.srt 4.77KB
01_14_visualization-and-pca.en.txt 2.99KB
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01_15_putting-it-all-together_instructions.html 345.81KB
01_15_searching-documents.en.srt 2.32KB
01_15_searching-documents.en.txt 1.47KB
01_15_searching-documents.mp4 4.76MB
01_15_training-naive-bayes_instructions.html 228.30KB
01_15_visualization-and-pca_instructions.html 1.27MB
01_16_logistic-regression-overview.en.srt 5.02KB
01_16_logistic-regression-overview.en.txt 2.64KB
01_16_logistic-regression-overview.mp4 6.48MB
01_16_pca-algorithm.en.srt 4.78KB
01_16_pca-algorithm.en.txt 3.10KB
01_16_pca-algorithm.mp4 6.30MB
01_16_searching-documents_instructions.html 506.07KB
01_16_testing-naive-bayes.en.srt 7.39KB
01_16_testing-naive-bayes.en.txt 3.97KB
01_16_testing-naive-bayes.mp4 7.71MB
01_17_logistic-regression-overview_instructions.html 693.93KB
01_17_pca-algorithm_instructions.html 539.89KB
01_17_testing-naive-bayes_instructions.html 355.67KB
01_17_week-conclusion.en.srt 1.32KB
01_17_week-conclusion.en.txt 882B
01_17_week-conclusion.mp4 5.13MB
01_18_applications-of-naive-bayes.en.srt 5.51KB
01_18_applications-of-naive-bayes.en.txt 2.86KB
01_18_applications-of-naive-bayes.mp4 5.74MB
01_18_logistic-regression-training.en.srt 3.33KB
01_18_logistic-regression-training.en.txt 1.81KB
01_18_logistic-regression-training.mp4 5.26MB
01_18_the-rotation-matrix-optional-reading_instructions.html 4.85KB
01_19_applications-of-naive-bayes_instructions.html 1.31KB
01_19_logistic-regression-training_instructions.html 371.46KB
01_19_week-conclusion.en.srt 1.21KB
01_19_week-conclusion.en.txt 777B
01_19_week-conclusion.mp4 4.34MB
01_20_logistic-regression-testing.en.srt 7.37KB
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01_20_logistic-regression-testing.mp4 10.98MB
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01_20_naive-bayes-assumptions.mp4 5.58MB
01_21_logistic-regression-testing_instructions.html 295.60KB
01_21_naive-bayes-assumptions_instructions.html 1.68MB
01_22_error-analysis.en.srt 5.15KB
01_22_error-analysis.en.txt 3.13KB
01_22_error-analysis.mp4 6.72MB
01_22_logistic-regression-cost-function.en.srt 6.85KB
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01_22_logistic-regression-cost-function.mp4 9.58MB
01_23_error-analysis_instructions.html 444.45KB
01_23_optional-logistic-regression-cost-function_instructions.html 296.96KB
01_24_week-conclusion.en.srt 861B
01_24_week-conclusion.en.srt 1.33KB
01_24_week-conclusion.en.txt 531B
01_24_week-conclusion.en.txt 833B
01_24_week-conclusion.mp4 3.21MB
01_24_week-conclusion.mp4 4.59MB
01_25_optional-logistic-regression-gradient_instructions.html 5.79KB
01 26 important-have-questions-issues-or-ideas-join-our-forum instructions html 1.65KB
02_01_lecture-notes-w1_instructions.html 2.38KB
02_01_lecture-notes-w1_www.deeplearning.ai 119.07KB
02_01_lecture-notes-w2_instructions.html 2.38KB
02_01_lecture-notes-w2_www.deeplearning.ai 119.07KB
02_01_lecture-notes-w3_instructions.html 2.38KB
02_01_lecture-notes-w3_www.deeplearning.ai 119.07KB
02_01_lecture-notes-w4_instructions.html 2.38KB
02_01_lecture-notes-w4_www.deeplearning.ai 119.07KB
03_01_hashing-and-machine-translation_quiz.html 8.69KB
03_01_logistic-regression_quiz.html 11.66KB
03_01_naive-bayes_quiz.html 11.51KB
03_01_vector-space-models_quiz.html 9.68KB
04_01_assignment-vector-space-models_instructions.html 1.04KB
04 01 important-reminder-about-end-of-access-to-lab-notebooks instructions html 2.23KB
04_01_naive-bayes_instructions.html 1.04KB
04 01 optional-downloading-your-notebook-downloading-your-workspace-and-refreshing instructions html 4.95KB
04_02_logistic-regression_instructions.html 1.81KB
05_01_andrew-ng-with-chris-manning.en.srt 65.44KB
05_01_andrew-ng-with-chris-manning.en.txt 34.45KB
05_01_andrew-ng-with-chris-manning.mp4 221.84MB
05_01_word-translation_instructions.html 1.06KB
06_01_acknowledgements_instructions.html 4.54KB
06_02_bibliography_instructions.html 1.24KB
07_01_andrew-ng-with-kathleen-mckeown.en.srt 40.79KB
07_01_andrew-ng-with-kathleen-mckeown.en.txt 24.80KB
07_01_andrew-ng-with-kathleen-mckeown.mp4 291.80MB