Download Free Download : Coursera - Unsupervised Machine Learning
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:483.55 MB
Files Included :
01 course-introduction.mp4 (12.33 MB)
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02 introduction-to-unsupervised-learning-overview.mp4 (12.23 MB)
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03 introduction-to-unsupervised-learning-use-cases-of-clustering.mp4 (8.67 MB)
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04 introduction-to-clustering.mp4 (2.17 MB)
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01 k-means.mp4 (4.86 MB)
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02 k-means-initialization.mp4 (4.46 MB)
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03 selecting-the-right-number-of-clusters-in-k-means.mp4 (7.71 MB)
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04 elbow-method-and-applying-k-means.mp4 (6.44 MB)
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05 optional-k-means-notebook-part-1.mp4 (14.05 MB)
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06 k-means-notebook-part-2.mp4 (9.6 MB)
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07 optional-k-means-notebook-part-3.mp4 (19.17 MB)
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06 confusion-matrix-accuracy-specificity-precision-and-recall.mp4 (13.48 MB)
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07 classification-error-metrics-roc-and-precision-recall-curves.mp4 (9.02 MB)
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08 implementing-the-calculation-of-roc-and-precision-recall-curves.mp4 (6.6 MB)
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01 distance-metrics-euclidean-and-manhattan-distance.mp4 (5.44 MB)
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02 distance-metrics-cosine-and-jaccard-distance.mp4 (10.57 MB)
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03 curse-of-dimensionality-notebook-part-1.mp4 (18.33 MB)
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04 curse-of-dimensionality-notebook-part-2.mp4 (18.99 MB)
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05 curse-of-dimensionality-notebook-part-3.mp4 (18.82 MB)
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06 curse-of-dimensionality-notebook-part-4.mp4 (16.59 MB)
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01 hierarchical-agglomerative-clustering.mp4 (4.91 MB)
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02 hierarchical-agglomerative-clustering-hierarchical-linkage-types.mp4 (9.07 MB)
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03 applying-hierarchical-agglomerative-clustering.mp4 (3.86 MB)
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04 dbscan.mp4 (9.6 MB)
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05 visualizing-dbscan.mp4 (12.57 MB)
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06 mean-shift.mp4 (14.5 MB)
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01 comparing-algorithms.mp4 (18.19 MB)
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02 clustering-notebook-part-1.mp4 (22.04 MB)
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03 clustering-notebook-part-2.mp4 (8.49 MB)
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04 optional-clustering-notebook-part-3.mp4 (10.21 MB)
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05 clustering-notebook-part-4.mp4 (17.71 MB)
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01 dimensionality-reduction-overview.mp4 (7.55 MB)
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02 dimensionality-reduction-principal-component-analysis.mp4 (12.11 MB)
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03 optional-dimensionality-reduction-notebook-part-1.mp4 (17.96 MB)
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04 dimensionality-reduction-notebook-part-2.mp4 (19.29 MB)
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05 dimensionality-reduction-imaging-example.mp4 (11.79 MB)
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01 kernel-principal-component-analysis-and-multidimensional-scaling.mp4 (8.73 MB)
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02 dimensionality-reduction-notebook-part-3.mp4 (16.65 MB)
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01 non-negative-matrix-factorization.mp4 (15.23 MB)
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02 non-negative-matrix-factorization-notebook-part-1.mp4 (13.6 MB)
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03 non-negative-matrix-factorization-notebook-part-2.mp4 (9.97 MB)
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02 introduction-to-unsupervised-learning-overview.mp4 (12.23 MB)
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03 introduction-to-unsupervised-learning-use-cases-of-clustering.mp4 (8.67 MB)
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04 introduction-to-clustering.mp4 (2.17 MB)
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01 k-means.mp4 (4.86 MB)
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02 k-means-initialization.mp4 (4.46 MB)
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03 selecting-the-right-number-of-clusters-in-k-means.mp4 (7.71 MB)
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04 elbow-method-and-applying-k-means.mp4 (6.44 MB)
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05 optional-k-means-notebook-part-1.mp4 (14.05 MB)
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06 k-means-notebook-part-2.mp4 (9.6 MB)
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07 optional-k-means-notebook-part-3.mp4 (19.17 MB)
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06 confusion-matrix-accuracy-specificity-precision-and-recall.mp4 (13.48 MB)
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07 classification-error-metrics-roc-and-precision-recall-curves.mp4 (9.02 MB)
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08 implementing-the-calculation-of-roc-and-precision-recall-curves.mp4 (6.6 MB)
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01 distance-metrics-euclidean-and-manhattan-distance.mp4 (5.44 MB)
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02 distance-metrics-cosine-and-jaccard-distance.mp4 (10.57 MB)
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03 curse-of-dimensionality-notebook-part-1.mp4 (18.33 MB)
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04 curse-of-dimensionality-notebook-part-2.mp4 (18.99 MB)
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05 curse-of-dimensionality-notebook-part-3.mp4 (18.82 MB)
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06 curse-of-dimensionality-notebook-part-4.mp4 (16.59 MB)
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01 hierarchical-agglomerative-clustering.mp4 (4.91 MB)
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02 hierarchical-agglomerative-clustering-hierarchical-linkage-types.mp4 (9.07 MB)
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03 applying-hierarchical-agglomerative-clustering.mp4 (3.86 MB)
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04 dbscan.mp4 (9.6 MB)
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05 visualizing-dbscan.mp4 (12.57 MB)
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06 mean-shift.mp4 (14.5 MB)
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01 comparing-algorithms.mp4 (18.19 MB)
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02 clustering-notebook-part-1.mp4 (22.04 MB)
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03 clustering-notebook-part-2.mp4 (8.49 MB)
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04 optional-clustering-notebook-part-3.mp4 (10.21 MB)
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05 clustering-notebook-part-4.mp4 (17.71 MB)
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01 dimensionality-reduction-overview.mp4 (7.55 MB)
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02 dimensionality-reduction-principal-component-analysis.mp4 (12.11 MB)
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03 optional-dimensionality-reduction-notebook-part-1.mp4 (17.96 MB)
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04 dimensionality-reduction-notebook-part-2.mp4 (19.29 MB)
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05 dimensionality-reduction-imaging-example.mp4 (11.79 MB)
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01 kernel-principal-component-analysis-and-multidimensional-scaling.mp4 (8.73 MB)
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02 dimensionality-reduction-notebook-part-3.mp4 (16.65 MB)
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01 non-negative-matrix-factorization.mp4 (15.23 MB)
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02 non-negative-matrix-factorization-notebook-part-1.mp4 (13.6 MB)
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03 non-negative-matrix-factorization-notebook-part-2.mp4 (9.97 MB)
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