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[Coursera] Natural Language Processing Specialization

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2024-04-23

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Coursera Natural Language Processing Specialization

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File Name

Size

0. Join Our Discord for More Awesome Stuff!.txt

142B

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_01_week-introduction.en.txt

468B

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.en.txt

531B

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_04_week-introduction.en.txt

640B

04_machine-translation-and-document-search/01_lecture-machine-translation/01_01_week-introduction.en.txt

762B

03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.en.txt

764B

03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.en.txt

777B

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_01_week-introduction.en.srt

798B

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_24_week-conclusion.en.txt

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01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.en.srt

861B

04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.en.txt

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04_machine-translation-and-document-search/01_lecture-machine-translation/01_02_overview.mp4

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03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.mp4

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03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.mp4

4.77MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_14_putting-it-all-together.mp4

4.83MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.mp4

5.13MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.mp4

5.26MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.mp4

5.58MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.mp4

5.74MB

03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.mp4

6.13MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.mp4

6.13MB

03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.mp4

6.22MB

03_vector-space-models/01_lecture-vector-space-models/01_02_vector-space-models.mp4

6.22MB

03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.mp4

6.3MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.mp4

6.33MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.mp4

6.37MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.mp4

6.42MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.mp4

6.48MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.mp4

6.52MB

03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.mp4

6.54MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.mp4

6.56MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.mp4

6.67MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.mp4

6.72MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.mp4

6.77MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.mp4

7.08MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.mp4

7.1MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.mp4

7.18MB

03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.mp4

7.53MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.mp4

7.67MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.mp4

7.71MB

03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.mp4

7.71MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.mp4

8.07MB

03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.mp4

8.92MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.mp4

9.57MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.mp4

9.58MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.mp4

10.03MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.mp4

10.17MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.mp4

10.98MB

04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.mp4

11MB

02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.mp4

11.18MB

01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.mp4

25.53MB

01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.mp4

221.84MB

04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.mp4

291.8MB

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