| [Coursera] Natural Language Processing Specialization |
| |-- 0. Join Our Discord for More Awesome Stuff!.txt - 142 Bytes |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_01_week-introduction.en.txt - 468 Bytes |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_24_week-conclusion.en.txt - 531 Bytes |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_04_week-introduction.en.txt - 640 Bytes |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_01_week-introduction.en.txt - 762 Bytes |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_01_week-introduction.en.txt - 764 Bytes |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_19_week-conclusion.en.txt - 777 Bytes |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_01_week-introduction.en.srt - 798 Bytes |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_24_week-conclusion.en.txt - 833 Bytes |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_24_week-conclusion.en.srt - 861 Bytes |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_17_week-conclusion.en.txt - 882 Bytes |
| | 03_vector-space-models | 04_assignment-vector-space-models |-- 04_01_assignment-vector-space-models_instructions.html - 1.04 KB |
| | 02_sentiment-analysis-with-naive-bayes | 04_assignment-naive-bayes |-- 04_01_naive-bayes_instructions.html - 1.04 KB |
| | 04_machine-translation-and-document-search | 05_assignment-machine-translation |-- 05_01_word-translation_instructions.html - 1.06 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_19_week-conclusion.en.srt - 1.21 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_01_week-introduction.en.srt - 1.23 KB |
| | 04_machine-translation-and-document-search | 06_acknowledgments-and-bibliography |-- 06_02_bibliography_instructions.html - 1.24 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_04_week-introduction.en.srt - 1.25 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_19_applications-of-naive-bayes_instructions.html - 1.31 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_17_week-conclusion.en.srt - 1.32 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_24_week-conclusion.en.srt - 1.33 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_01_week-introduction.en.srt - 1.4 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_15_searching-documents.en.txt - 1.47 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_02_welcome-to-course-1.en.txt - 1.51 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_12_log-likelihood-part-2.en.txt - 1.64 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_26_important-have-questions-issues-or-ideas-join-our-forum_instructions.html - 1.65 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_18_logistic-regression-training.en.txt - 1.81 KB |
| | 01_sentiment-analysis-with-logistic-regression | 04_assignment-sentiment-analysis-with-logistic-regression |-- 04_02_logistic-regression_instructions.html - 1.81 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_02_overview.en.txt - 1.88 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_09_laplacian-smoothing_instructions.html - 1.92 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_14_putting-it-all-together.en.txt - 2.02 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_10_feature-extraction-with-frequencies.en.txt - 2.14 KB |
| | 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 - 2.23 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_07_vocabulary-feature-extraction.en.txt - 2.3 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_15_searching-documents.en.srt - 2.32 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_08_laplacian-smoothing.en.txt - 2.35 KB |
| | 03_vector-space-models | 02_lecture-notes-optional |-- 02_01_lecture-notes-w3_instructions.html - 2.38 KB |
| | 02_sentiment-analysis-with-naive-bayes | 02_lecture-notes-optional |-- 02_01_lecture-notes-w2_instructions.html - 2.38 KB |
| | 04_machine-translation-and-document-search | 02_lecture-notes-optional |-- 02_01_lecture-notes-w4_instructions.html - 2.38 KB |
| | 01_sentiment-analysis-with-logistic-regression | 02_lecture-notes-optional |-- 02_01_lecture-notes-w1_instructions.html - 2.38 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_09_negative-and-positive-frequencies.en.txt - 2.39 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_05_supervised-ml-sentiment-analysis.en.txt - 2.4 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_08_cosine-similarity-intuition.en.txt - 2.52 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_12_log-likelihood-part-2.en.srt - 2.63 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_16_logistic-regression-overview.en.txt - 2.64 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_02_vector-space-models.en.txt - 2.69 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_12_manipulating-words-in-vector-spaces.en.txt - 2.81 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_02_welcome-to-course-1.en.srt - 2.83 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_02_probability-and-bayes-rule.en.txt - 2.85 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_18_applications-of-naive-bayes.en.txt - 2.86 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_12_preprocessing.en.txt - 2.88 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_05_k-nearest-neighbors.en.txt - 2.96 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_06_euclidean-distance.en.txt - 2.96 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_14_visualization-and-pca.en.txt - 2.99 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_20_naive-bayes-assumptions.en.txt - 3.05 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_16_pca-algorithm.en.txt - 3.1 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_22_error-analysis.en.txt - 3.13 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_14_putting-it-all-together.en.srt - 3.13 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_11_multiple-planes.en.txt - 3.15 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_13_approximate-nearest-neighbors.en.txt - 3.19 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_14_training-naive-bayes.en.txt - 3.23 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_10_cosine-similarity.en.txt - 3.32 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_18_logistic-regression-training.en.srt - 3.33 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_07_hash-tables-and-hash-functions.en.txt - 3.39 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_02_overview.en.srt - 3.53 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_04_bayes-rule.en.txt - 3.64 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_05_supervised-ml-sentiment-analysis.en.srt - 3.79 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_08_laplacian-smoothing.en.srt - 3.8 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_20_logistic-regression-testing.en.txt - 3.92 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_16_testing-naive-bayes.en.txt - 3.97 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_10_feature-extraction-with-frequencies.en.srt - 3.99 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_04_word-by-word-and-word-by-doc.en.txt - 4.05 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_02_vector-space-models.en.srt - 4.17 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_01_welcome-to-the-nlp-specialization.en.txt - 4.19 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_22_logistic-regression-cost-function.en.txt - 4.46 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_07_vocabulary-feature-extraction.en.srt - 4.48 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_09_negative-and-positive-frequencies.en.srt - 4.54 KB |
| | 04_machine-translation-and-document-search | 06_acknowledgments-and-bibliography |-- 06_01_acknowledgements_instructions.html - 4.54 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_14_visualization-and-pca.en.srt - 4.77 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_16_pca-algorithm.en.srt - 4.78 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_06_naive-bayes-introduction.en.txt - 4.8 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_09_locality-sensitive-hashing.en.txt - 4.82 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_20_naive-bayes-assumptions.en.srt - 4.83 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_18_the-rotation-matrix-optional-reading_instructions.html - 4.85 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_08_cosine-similarity-intuition.en.srt - 4.87 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 - 4.95 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_16_logistic-regression-overview.en.srt - 5.02 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_13_approximate-nearest-neighbors.en.srt - 5.11 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_22_error-analysis.en.srt - 5.15 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_12_manipulating-words-in-vector-spaces.en.srt - 5.22 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_10_log-likelihood-part-1.en.txt - 5.23 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_02_probability-and-bayes-rule.en.srt - 5.47 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_18_applications-of-naive-bayes.en.srt - 5.51 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_12_preprocessing.en.srt - 5.53 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_05_k-nearest-neighbors.en.srt - 5.63 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_06_euclidean-distance.en.srt - 5.64 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_25_optional-logistic-regression-gradient_instructions.html - 5.79 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_11_multiple-planes.en.srt - 5.92 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_14_training-naive-bayes.en.srt - 6.18 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_10_cosine-similarity.en.srt - 6.27 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_07_hash-tables-and-hash-functions.en.srt - 6.4 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_01_welcome-to-the-nlp-specialization.en.srt - 6.61 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_03_transforming-word-vectors.en.txt - 6.71 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_22_logistic-regression-cost-function.en.srt - 6.85 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_04_bayes-rule.en.srt - 6.85 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_20_logistic-regression-testing.en.srt - 7.37 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_16_testing-naive-bayes.en.srt - 7.39 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_04_word-by-word-and-word-by-doc.en.srt - 7.5 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_09_locality-sensitive-hashing.en.srt - 7.53 KB |
| | 04_machine-translation-and-document-search | 03_practice-quiz |-- 03_01_hashing-and-machine-translation_quiz.html - 8.69 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_06_naive-bayes-introduction.en.srt - 9.17 KB |
| | 03_vector-space-models | 03_practice-quiz |-- 03_01_vector-space-models_quiz.html - 9.68 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_10_log-likelihood-part-1.en.srt - 10.12 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_03_transforming-word-vectors.en.srt - 10.6 KB |
| | 02_sentiment-analysis-with-naive-bayes | 03_practice-quiz |-- 03_01_naive-bayes_quiz.html - 11.51 KB |
| | 01_sentiment-analysis-with-logistic-regression | 03_practice-quiz |-- 03_01_logistic-regression_quiz.html - 11.66 KB |
| | 04_machine-translation-and-document-search | 07_heroes-of-nlp-kathleen-mckeown |-- 07_01_andrew-ng-with-kathleen-mckeown.en.txt - 24.8 KB |
| | 01_sentiment-analysis-with-logistic-regression | 05_heroes-of-nlp-chris-manning-optional |-- 05_01_andrew-ng-with-chris-manning.en.txt - 34.45 KB |
| | 04_machine-translation-and-document-search | 07_heroes-of-nlp-kathleen-mckeown |-- 07_01_andrew-ng-with-kathleen-mckeown.en.srt - 40.79 KB |
| | 01_sentiment-analysis-with-logistic-regression | 05_heroes-of-nlp-chris-manning-optional |-- 05_01_andrew-ng-with-chris-manning.en.srt - 65.44 KB |
| | 01_sentiment-analysis-with-logistic-regression | 02_lecture-notes-optional |-- 02_01_lecture-notes-w1_www.deeplearning.ai - 119.07 KB |
| | 04_machine-translation-and-document-search | 02_lecture-notes-optional |-- 02_01_lecture-notes-w4_www.deeplearning.ai - 119.07 KB |
| | 02_sentiment-analysis-with-naive-bayes | 02_lecture-notes-optional |-- 02_01_lecture-notes-w2_www.deeplearning.ai - 119.07 KB |
| | 03_vector-space-models | 02_lecture-notes-optional |-- 02_01_lecture-notes-w3_www.deeplearning.ai - 119.07 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_13_preprocessing_instructions.html - 156.5 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_08_vocabulary-feature-extraction_instructions.html - 195.99 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_15_training-naive-bayes_instructions.html - 228.3 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_03_acknowledgement-ken-church_instructions.html - 232.82 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_09_cosine-similarity-intuition_instructions.html - 266.02 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_21_logistic-regression-testing_instructions.html - 295.6 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_23_optional-logistic-regression-cost-function_instructions.html - 296.96 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_13_log-likelihood-part-2_instructions.html - 323.26 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_06_k-nearest-neighbors_instructions.html - 333.77 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_15_putting-it-all-together_instructions.html - 345.81 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_17_testing-naive-bayes_instructions.html - 355.67 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_19_logistic-regression-training_instructions.html - 371.46 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_03_probability-and-bayes-rule_instructions.html - 396.31 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_07_euclidian-distance_instructions.html - 417.9 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_12_multiple-planes_instructions.html - 442.8 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_23_error-analysis_instructions.html - 444.45 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_14_approximate-nearest-neighbors_instructions.html - 461.36 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_05_word-by-word-and-word-by-doc_instructions.html - 468.73 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_16_searching-documents_instructions.html - 506.07 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_04_transforming-word-vectors_instructions.html - 520.74 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_17_pca-algorithm_instructions.html - 539.89 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_10_locality-sensitive-hashing_instructions.html - 565.04 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_11_log-likelihood-part-1_instructions.html - 576.45 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_11_cosine-similarity_instructions.html - 577.26 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_05_bayes-rule_instructions.html - 601.84 KB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_08_hash-tables-and-hash-functions_instructions.html - 637.77 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_17_logistic-regression-overview_instructions.html - 693.93 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_06_supervised-ml-sentiment-analysis_instructions.html - 711.91 KB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_07_naive-bayes-introduction_instructions.html - 718.5 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_03_vector-space-models_instructions.html - 751.66 KB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_11_feature-extraction-with-frequencies_instructions.html - 753.01 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_13_manipulating-words-in-vector-spaces_instructions.html - 901.28 KB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_15_visualization-and-pca_instructions.html - 1.27 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_21_naive-bayes-assumptions_instructions.html - 1.68 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_01_week-introduction.mp4 - 2.41 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_04_week-introduction.mp4 - 2.9 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_24_week-conclusion.mp4 - 3.21 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_02_overview.mp4 - 3.32 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_12_log-likelihood-part-2.mp4 - 4.1 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_19_week-conclusion.mp4 - 4.34 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_24_week-conclusion.mp4 - 4.59 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_01_week-introduction.mp4 - 4.75 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_15_searching-documents.mp4 - 4.76 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_01_week-introduction.mp4 - 4.77 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_14_putting-it-all-together.mp4 - 4.83 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_17_week-conclusion.mp4 - 5.13 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_18_logistic-regression-training.mp4 - 5.26 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_20_naive-bayes-assumptions.mp4 - 5.58 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_18_applications-of-naive-bayes.mp4 - 5.74 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_08_cosine-similarity-intuition.mp4 - 6.13 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_10_feature-extraction-with-frequencies.mp4 - 6.13 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_06_euclidean-distance.mp4 - 6.22 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_02_vector-space-models.mp4 - 6.22 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_16_pca-algorithm.mp4 - 6.3 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_07_vocabulary-feature-extraction.mp4 - 6.33 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_05_k-nearest-neighbors.mp4 - 6.37 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_12_preprocessing.mp4 - 6.42 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_16_logistic-regression-overview.mp4 - 6.48 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_02_probability-and-bayes-rule.mp4 - 6.52 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_14_visualization-and-pca.mp4 - 6.54 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_08_laplacian-smoothing.mp4 - 6.56 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_09_negative-and-positive-frequencies.mp4 - 6.67 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_22_error-analysis.mp4 - 6.72 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_05_supervised-ml-sentiment-analysis.mp4 - 6.77 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_14_training-naive-bayes.mp4 - 7.08 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_11_multiple-planes.mp4 - 7.1 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_13_approximate-nearest-neighbors.mp4 - 7.18 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_10_cosine-similarity.mp4 - 7.53 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_04_bayes-rule.mp4 - 7.67 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_16_testing-naive-bayes.mp4 - 7.71 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_12_manipulating-words-in-vector-spaces.mp4 - 7.71 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_07_hash-tables-and-hash-functions.mp4 - 8.07 MB |
| | 03_vector-space-models | 01_lecture-vector-space-models |-- 01_04_word-by-word-and-word-by-doc.mp4 - 8.92 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_09_locality-sensitive-hashing.mp4 - 9.57 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_22_logistic-regression-cost-function.mp4 - 9.58 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_02_welcome-to-course-1.mp4 - 10.03 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_06_naive-bayes-introduction.mp4 - 10.17 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_20_logistic-regression-testing.mp4 - 10.98 MB |
| | 04_machine-translation-and-document-search | 01_lecture-machine-translation |-- 01_03_transforming-word-vectors.mp4 - 11 MB |
| | 02_sentiment-analysis-with-naive-bayes | 01_lecture-naive-bayes |-- 01_10_log-likelihood-part-1.mp4 - 11.18 MB |
| | 01_sentiment-analysis-with-logistic-regression | 01_lecture-logistic-regression |-- 01_01_welcome-to-the-nlp-specialization.mp4 - 25.53 MB |
| | 01_sentiment-analysis-with-logistic-regression | 05_heroes-of-nlp-chris-manning-optional |-- 05_01_andrew-ng-with-chris-manning.mp4 - 221.84 MB |
| | 04_machine-translation-and-document-search | 07_heroes-of-nlp-kathleen-mckeown |-- 07_01_andrew-ng-with-kathleen-mckeown.mp4 - 291.8 MB |