Data Mining Specialization

Creation Time	Aug. 22, 2025, 5:17 a.m.
Last Access Time	April 19, 2026, 10:29 a.m.
File Size	7.6 GB
Keywords	Mining Data Specialization
Total Requests	489
Total Files	1344
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[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/07_data-set-and-toolkit-acquisition_Capstone.ova 2.8 GB
[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/07_data-set-and-toolkit-acquisition_yelp_dataset.tar.gz 422.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/01_lesson-1-1-natural-language-content-analysis.mp4 76.6 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/04_honors-track-programming-assignment/02_programming-assignment-1_Assignment_1.tar.gz 74.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/02_5-2-text-categorization-discriminative-classifier-part-2.mp4 52.9 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/05_1-2-4-photorealism.mp4 52.5 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/09_4-9-text-categorization-generative-probabilistic-models.mp4 49.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/03_lesson-1-3-text-retrieval-problem.mp4 47.3 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/01_orientation/02_orientation-activities/02_course-introduction-video.mp4 34.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/02_1-3-2-memory.mp4 34.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/02_8-1-frequent-pattern-mining-in-data-streams.mp4 33.7 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/01_5-1-text-categorization-discriminative-classifier-part-1.mp4 33.4 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/04_lesson-2-4-implementation-of-tr-systems.mp4 33.4 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/03_3-1-3-graph-visualization.mp4 33.3 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/03_lesson-5-3-feedback-in-text-retrieval-feedback-in-lm.mp4 32.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/08_6-8-course-summary.mp4 31.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/07_6-7-contextual-text-mining-mining-casual-topics-with-time-series-supervision.mp4 31.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/05_6-5-contextual-text-mining-contextual-probabilistic-latent-semantic-analysis.mp4 30.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/03_lesson-2-3-doc-length-normalization.mp4 30.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/03_lesson-4-2-visualization-system-design/01_4-2-1-visualization-system-design.mp4 30.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/05_4-5-text-clustering-similarity-based-approaches.mp4 30.1 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/07_lesson-5-7-link-analysis-part-2.mp4 29.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/05_5-5-opinion-mining-and-sentiment-analysis-motivation.mp4 29.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/02_lesson-4-2-statistical-language-model.mp4 29.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/01_1-3-1-the-human.mp4 29.3 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/09_1-9-paradigmatic-relation-discovery-part-2.mp4 29.1 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/04_lesson-3-3-packing/01_3-3-1-packing.mp4 29.0 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/05_lesson-5-5-web-indexing.mp4 28.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/05_lesson-2-5-system-implementation-inverted-index-construction.mp4 28.8 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/04_1-3-4-the-human-retina.mp4 28.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/02_4-2-text-clustering-generative-probabilistic-models-part-1.mp4 28.5 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/06_lesson-2-6-system-implementation-fast-search.mp4 27.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/01_6-1-opinion-mining-and-sentiment-analysis-latent-aspect-rating-analysis-part-1.mp4 27.7 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/06_lesson-1-6-vector-space-retrieval-model-simplest-instantiation.mp4 27.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/07_1-7-word-association-mining-and-analysis.mp4 27.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/07_4-7-text-categorization-motivation.mp4 26.9 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/03_4-1-2-the-information-visualization-mantra-part-2.mp4 26.5 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/04_lesson-2-3-tuftes-design-rules-and-using-color/01_2-3-1-tuftes-design-rules.mp4 26.4 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/02_3-1-2-embedding-planar-graphs.mp4 26.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/01_4-1-text-clustering-motivation.mp4 26.1 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/01_lesson-2-1-vector-space-model-improved-instantiation.mp4 26.1 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/02_6-2-opinion-mining-and-sentiment-analysis-latent-aspect-rating-analysis-part-2.mp4 26.0 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/04_4-4-text-clustering-generative-probabilistic-models-part-3.mp4 25.0 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/05_1-3-5-perceiving-two-dimensions.mp4 24.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/06_6-6-contextual-text-mining-mining-topics-with-social-network-context.mp4 24.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/06_lesson-3-6-evaluation-of-tr-systems-practical-issues.mp4 24.8 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/05_8-4-advanced-topics-on-pattern-discovery-pattern-mining-and-society-privacy.mp4 24.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/06_1-3-6-perceiving-perspective.mp4 24.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/05_4-1-3-database-visualization-part-1.mp4 24.4 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/04_lesson-2-3-tuftes-design-rules-and-using-color/02_2-3-2-using-color.mp4 24.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/08_1-8-paradigmatic-relation-discovery-part-1.mp4 24.4 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/05_7-4-segphrase-phrase-mining-with-tiny-training-sets.mp4 24.2 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/07_2-6-correlation-measures-between-two-variables-covariance-and-correlation.mp4 24.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/03_5-3-text-categorization-evaluation-part-1.mp4 24.0 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/03_lesson-3-3-evaluation-of-tr-systems-evaluating-ranked-lists-part-1.mp4 23.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/07_2-7-topic-mining-and-analysis-probabilistic-topic-models.mp4 23.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/03_2-3-syntagmatic-relation-discovery-mutual-information-part-1.mp4 23.3 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/01_1-2-1-2-d-graphics.mp4 23.2 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/07_lesson-4-7-smoothing-methods-part-2.mp4 22.8 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/02_lesson-1-1-introduction/02_1-1-2-overview-of-visualization.mp4 22.7 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/07_5-7-opinion-mining-and-sentiment-analysis-ordinal-logistic-regression.mp4 22.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/01_week-1-information/02_week-1-introduction.mp4 22.6 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/03_8-2-pattern-discovery-for-software-bug-mining.mp4 22.5 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/08_4-8-text-categorization-methods.mp4 22.3 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/03_1-3-natural-language-content-analysis-part-1.mp4 22.1 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/04_lesson-6-4-future-of-web-search.mp4 22.0 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/04_3-1-4-tree-maps.mp4 21.9 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/04_7-3-topmine-phrase-mining-without-training-data.mp4 21.9 MB
[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/01_welcome-to-the-data-mining-project.mp4 21.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/09_2-9-probabilistic-topic-models-overview-of-statistical-language-models-part-2.mp4 21.5 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/10_3-10-latent-dirichlet-allocation-lda-part-2.mp4 21.4 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/05_lesson-6-5-recommender-systems-content-based-filtering-part-1.mp4 21.2 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/07_4-1-3-database-visualization-part-3.mp4 20.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/02_lesson-3-2-evaluation-of-tr-systems-basic-measures.mp4 20.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/02_lesson-5-2-feedback-in-vector-space-model-rocchio.mp4 20.9 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/03_1-3-3-reasoning.mp4 20.9 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/04_1-2-3-3-d-graphics.mp4 20.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/06_5-6-opinion-mining-and-sentiment-analysis-sentiment-classification.mp4 20.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/01_3-1-probabilistic-topic-models-mixture-of-unigram-language-models.mp4 20.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/01_lesson-4-1-probabilistic-retrieval-model-basic-idea.mp4 20.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/03_lesson-3-2-principal-component-analysis-and-multidimensional-scaling/01_3-2-1-principal-component-analysis.mp4 20.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/01_3-1-1-graphs-and-networks.mp4 20.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/01_1-1-overview-text-mining-and-analytics-part-1.mp4 20.6 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/08_lesson-6-8-recommender-systems-collaborative-filtering-part-2.mp4 20.6 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/04_lesson-4-4-statistical-language-model-part-1.mp4 20.3 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/10_2-10-probabilistic-topic-models-mining-one-topic.mp4 20.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/03_6-3-text-based-prediction.mp4 20.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/02_1-2-overview-text-mining-and-analytics-part-2.mp4 19.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/03_lesson-4-3-query-likelihood-retrieval-function.mp4 19.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/02_2-2-syntagmatic-relation-discovery-conditional-entropy.mp4 19.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/02_4-1-2-the-information-visualization-mantra-part-1.mp4 19.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/03_1-2-2-2-d-drawing.mp4 19.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/04_3-4-probabilistic-topic-models-expectation-maximization-algorithm-part-1.mp4 19.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/06_2-6-topic-mining-and-analysis-term-as-topic.mp4 19.1 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/06_4-6-text-clustering-evaluation.mp4 19.0 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/04_lesson-5-4-web-search-introduction-web-crawler.mp4 18.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/06_lesson-4-6-smoothing-methods-part-1.mp4 18.6 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/05_6-4-external-measures-1-matching-based-measures.mp4 18.5 MB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/04_5-4-text-categorization-evaluation-part-2.mp4 18.4 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/09_3-9-latent-dirichlet-allocation-lda-part-1.mp4 18.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/03_7-2-previous-phrase-mining-methods.mp4 18.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/07_3-7-probabilistic-latent-semantic-analysis-plsa-part-1.mp4 18.1 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/05_3-5-probabilistic-topic-models-expectation-maximization-algorithm-part-2.mp4 18.1 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/02_lesson-2-1-data-mapping-and-charts/02_2-1-2-mapping.mp4 18.1 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/06_lesson-6-6-recommender-systems-content-based-filtering-part-2.mp4 18.0 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/05_1-5-text-representation-part-1.mp4 17.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/08_2-8-probabilistic-topic-models-overview-of-statistical-language-models-part-1.mp4 17.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/01_2-1-syntagmatic-relation-discovery-entropy.mp4 17.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/02_lesson-6-2-learning-to-rank-part-2.mp4 17.8 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/04_5-3-optics-ordering-points-to-identify-clustering-structure.mp4 17.5 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/10_lesson-6-10-course-summary.mp4 17.4 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/03_6-2-mining-spatial-colocation-patterns.mp4 17.4 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/05_lesson-4-5-statistical-language-model-part-2.mp4 17.4 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/02_lesson-2-1-data-mapping-and-charts/03_2-1-3-charts.mp4 17.3 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/01_lesson-3-1-evaluation-of-tr-systems.mp4 17.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/04_6-3-mining-and-aggregating-patterns-over-multiple-trajectories.mp4 17.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/03_4-3-text-clustering-generative-probabilistic-models-part-2.mp4 17.0 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/08_3-8-probabilistic-latent-semantic-analysis-plsa-part-2.mp4 17.0 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/06_1-2-5-non-photorealism.mp4 17.0 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/04_lesson-3-4-evaluation-of-tr-systems-evaluating-ranked-lists-part-2.mp4 17.0 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/05_lesson-3-5-evaluation-of-tr-systems-multi-level-judgements.mp4 17.0 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/03_2-2-2-parallel-coordinates.mp4 16.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/05_lesson-1-5-vector-space-model-basic-idea.mp4 16.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/06_1-6-text-representation-part-2.mp4 16.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/02_3-2-probabilistic-topic-models-mixture-model-estimation-part-1.mp4 16.8 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/04_lesson-1-4-overview-of-text-retrieval-methods.mp4 16.7 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/04_2-4-syntagmatic-relation-discovery-mutual-information-part-2.mp4 16.6 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/03_5-2-dbscan-a-density-based-clustering-algorithm.mp4 16.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/03_4-7-chameleon-graph-partitioning-on-the-knn-graph-of-the-data.mp4 16.2 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/03_lesson-3-2-principal-component-analysis-and-multidimensional-scaling/02_3-2-2-multidimensional-scaling.mp4 16.1 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/05_2-2-3-stacked-graphs-part-2.mp4 15.8 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/06_4-1-3-database-visualization-part-2.mp4 15.7 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/02_lesson-1-2-text-access.mp4 15.6 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/02_lesson-2-2-tf-transformation.mp4 15.4 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/02_lesson-2-1-data-mapping-and-charts/01_2-1-1-data.mp4 15.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/05_3-4-comparison-of-null-invariant-measures.mp4 15.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/03_4-2-agglomerative-clustering-algorithms.mp4 15.3 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/06_lesson-5-6-link-analysis-part-1.mp4 15.0 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/06_6-5-mining-periodic-movement-patterns.mp4 15.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/03_3-2-k-means-clustering-method.mp4 14.9 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/04_4-1-2-the-information-visualization-mantra-part-3.mp4 14.9 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/06_2-5-fpgrowth-a-pattern-growth-approach.mp4 14.8 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/07_3-6-kernel-k-means-clustering.mp4 14.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/03_3-3-probabilistic-topic-models-mixture-model-estimation-part-2.mp4 14.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/07_5-6-clique-grid-based-subspace-clustering.mp4 14.0 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/04_2-3-extensions-or-improvements-of-apriori.mp4 13.9 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/06_4-5-birch-a-micro-clustering-based-approach.mp4 13.8 MB
[TutsNode.net] - Data Mining Specialization/text-mining/01_orientation/02_orientation-activities/01_introduction-to-text-mining-and-analytics.mp4 13.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/02_2-2-1-glyphs-part-2.mp4 13.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/04_6-4-contextual-text-mining-motivation.mp4 13.5 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/01_course-orientation/01_about-the-course/01_course-introduction.mp4 13.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/01_course-orientation/01_orientation/01_course-introduction.mp4 13.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/01_lesson-1-pattern-discovery-basic-concepts/04_1-3-compressed-representation-closed-patterns-and-max-patterns.mp4 13.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/06_1-5-an-overview-of-typical-clustering-methodologies.mp4 13.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/07_1-6-an-overview-of-clustering-different-types-of-data.mp4 13.2 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/10_6-9-cluster-stability.mp4 13.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/05_2-5-topic-mining-and-analysis-motivation-and-task-definition.mp4 13.2 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/04_8-3-pattern-discovery-for-image-analysis.mp4 13.1 MB
[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/07_data-set-and-toolkit-acquisition_task1JavaTools.zip 13.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/08_6-7-internal-measures-for-clustering-validation.mp4 13.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/06_6-5-external-measure-2-entropy-based-measures.mp4 12.9 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/05_3-4-the-k-medoids-clustering-method.mp4 12.7 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/06_4-5-mining-compressed-patterns.mp4 12.7 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/03_2-2-distance-on-numeric-data-minkowski-distance.mp4 12.6 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/02_5-1-sequential-pattern-and-sequential-pattern-mining.mp4 12.6 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/04_4-8-probabilistic-hierarchical-clustering.mp4 12.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/01_2-2-1-glyphs-part-1.mp4 12.5 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/07_6-6-external-measure-3-pairwise-measures.mp4 12.4 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/05_4-4-mining-negative-correlations.mp4 12.4 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/01_lesson-5-1-feedback-in-text-retrieval.mp4 12.3 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/04_2-2-3-stacked-graphs-part-1.mp4 12.2 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/06_3-5-the-k-medians-and-k-modes-clustering-methods.mp4 12.1 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/01_lesson-1-pattern-discovery-basic-concepts/03_1-2-frequent-patterns-and-association-rules.mp4 12.1 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/03_2-2-the-apriori-algorithm.mp4 11.9 MB
[TutsNode.net] - Data Mining Specialization/text-mining/01_orientation/02_orientation-activities/02_course-prerequisites-completion.mp4 11.6 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/01_orientation/02_orientation-activities/01_course-welcome-video.mp4 11.6 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/06_3-6-probabilistic-topic-models-expectation-maximization-algorithm-part-3.mp4 11.4 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/01_lesson-6-1-learning-to-rank-part-1.mp4 11.2 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/07_lesson-6-7-recommender-systems-collaborative-filtering-part-1.mp4 11.1 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/04_clustereng/02_clustereng-overview.mp4 11.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/11_6-10-clustering-tendency.mp4 11.0 MB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/04_honors-track-programming-assignment/02_programming-assignment_Assignment.tar.gz 10.9 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/03_3-2-interestingness-measures-lift-and-kh2.mp4 10.8 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/09_6-8-relative-measures.mp4 10.6 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/08_lesson-5-8-link-analysis-part-3.mp4 10.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/02_4-6-cure-clustering-using-well-scattered-representatives.mp4 10.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/04_6-3-constraint-based-clustering.mp4 10.0 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/04_4-3-mining-quantitative-associations.mp4 9.9 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/04_3-3-null-invariance-measures.mp4 9.9 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/03_lesson-6-3-learning-to-rank-part-3.mp4 9.7 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/04_1-3-requirements-and-challenges.mp4 9.6 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/02_6-1-mining-spatial-associations.mp4 9.5 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/01_4-1-1-visualization-systems.mp4 9.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/06_8-5-advanced-topics-on-pattern-discovery-looking-forward.mp4 9.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/04_2-3-proximity-measure-for-symetric-vs-asymmetric-binary-variables.mp4 9.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/02_4-1-mining-multi-level-associations.mp4 9.2 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/04_clustereng/04_clustereng-application-agnes.mp4 9.2 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/09_lesson-6-9-recommender-systems-collaborative-filtering-part-3.mp4 9.1 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/05_5-4-prefixspan-sequential-pattern-mining-by-pattern-growth.mp4 9.1 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/01_week-3-information/02_week-3-introduction.mp4 9.1 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/04_3-3-initialization-of-k-means-clustering.mp4 8.8 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/02_2-1-the-downward-closure-property-of-frequent-patterns.mp4 8.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/02_lesson-1-1-introduction/01_1-1-1-some-books-on-data-visualization.mp4 8.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/06_5-5-sting-a-statistical-information-grid-approach.mp4 8.2 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/07_2-6-mining-closed-patterns.mp4 8.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/04_1-4-natural-language-content-analysis-part-2.mp4 8.1 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/05_2-4-distance-between-categorical-attributes-ordinal-attributes-and-mixed-types.mp4 8.0 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/04_clustereng/03_clustereng-k-means-and-k-medoids.mp4 7.9 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/02_3-1-limitation-of-the-support-confidence-framework.mp4 7.7 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/06_5-5-clospan-mining-closed-sequential-patterns.mp4 7.6 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/05_2-4-mining-frequent-patterns-by-exploring-vertical-data-format.mp4 7.6 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/04_5-3-spade-sequential-pattern-mining-in-vertical-data-format.mp4 7.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/03_5-2-gsp-apriori-based-sequential-pattern-mining.mp4 7.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/02_3-1-partitioning-based-clustering-methods.mp4 7.2 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/05_6-4-mining-semantics-rich-movement-patterns.mp4 7.1 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/08_1-7-an-overview-of-user-insights-and-clustering.mp4 7.1 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/02_2-1-basic-concepts-measuring-similarity-between-objects.mp4 7.0 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/02_7-1-from-frequent-pattern-mining-to-phrase-mining.mp4 6.9 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/05_5-4-grid-based-clustering-methods.mp4 6.8 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/04_4-3-divisive-clustering-algorithms.mp4 6.7 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/01_week-4-information/02_week-4-introduction.mp4 6.6 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/01_week-2-information/02_week-2-introduction.mp4 6.5 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/04_clustereng/05_clustereng-application-dbscan.mp4 6.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/06_2-5-proximity-measure-between-two-vectors-cosine-similarity.mp4 6.4 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/03_4-2-mining-multi-dimensional-associations.mp4 6.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/05_4-4-extensions-to-hierarchical-clustering.mp4 6.3 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/01_lesson-1-pattern-discovery-basic-concepts/02_1-1-what-is-pattern-discovery-why-is-it-important.mp4 6.2 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/03_6-2-clustering-evaluation-measuring-clustering-quality.mp4 5.8 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/02_1-1-what-is-cluster-analysis.mp4 5.5 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/03_1-2-applications-of-cluster-analysis.mp4 5.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/05_1-4-a-multi-dimensional-categorization.mp4 5.3 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/02_4-1-hierarchical-clustering-methods.mp4 4.8 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/02_5-1-density-based-and-grid-based-clustering-methods.mp4 4.2 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/02_6-1-methods-for-clustering-validation.mp4 3.9 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/07_mining-contiguous-sequential-patterns-in-text_reviews_sample.txt 3.9 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/02_svg-example.mp4 3.8 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/09_frequent-itemset-mining-using-apriori_categories.txt 2.7 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/01_lesson-5-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/01_lesson-4-part-1-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/01_lesson-3-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/01_lesson-4-part-2-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/01_course-orientation/01_about-the-course/02_syllabus_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/01_lesson-6-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/01_lesson-2-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/01_lesson-1-overview_Han_Data_Mining_3e_Chapters_2101113.pdf 2.4 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/04_3-1-4-tree-maps_03-14-treemap_V2.pdf 2.1 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/03_3-1-3-graph-visualization_03-13-graph_viz_V2.pdf 2.1 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/01_lesson-3-overview_Han_Data_Mining_3e_Chapters_167.pdf 1.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/01_lesson-4-overview_Han_Data_Mining_3e_Chapters_167.pdf 1.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/01_lesson-2-overview_Han_Data_Mining_3e_Chapters_167.pdf 1.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/01_course-orientation/01_orientation/02_syllabus_Han_Data_Mining_3e_Chapters_167.pdf 1.5 MB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/01_lesson-1-pattern-discovery-basic-concepts/01_lesson-1-overview_Han_Data_Mining_3e_Chapters_167.pdf 1.5 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/08_1-8-paradigmatic-relation-discovery-part-1_TM-78-para-relation.pdf 1.2 MB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/09_1-9-paradigmatic-relation-discovery-part-2_TM-78-para-relation_1.pdf 1.2 MB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/03_lesson-5-3-feedback-in-text-retrieval-feedback-in-lm_5.3_Feedback_in_Language_Models_for_Retrieval.pdf 1.1 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/03_lesson-4-2-visualization-system-design/01_4-2-1-visualization-system-design_04-21-design.pdf 1.0 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/04_1-2-3-3-d-graphics_1.2.3-3D_graphics.pdf 1.0 MB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/01_3-1-1-graphs-and-networks_03-11-graphs_V2.pdf 1013.6 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/04_lesson-3-3-packing/01_3-3-1-packing_03-31-packing_V2.pdf 964.3 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/04_2-2-3-stacked-graphs-part-1_2.2.3-stacked_bar_charts.pdf 958.9 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/05_1-2-4-photorealism_1.2.4-photorealism.pdf 948.8 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/02_3-2-probabilistic-topic-models-mixture-model-estimation-part-1_TM-18-mixture-model-est.pdf 929.6 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/03_3-3-probabilistic-topic-models-mixture-model-estimation-part-2_TM-18-mixture-model-est_1.pdf 929.6 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/02_6-2-opinion-mining-and-sentiment-analysis-latent-aspect-rating-analysis-part-2_TM-39-sentiment-lara-part2.pdf 923.4 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/02_lesson-4-2-statistical-language-model_4.2_Statistical_Language_Models.pdf 916.6 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/04_lesson-2-3-tuftes-design-rules-and-using-color/01_2-3-1-tuftes-design-rules_2.3.1._Tuftes_Design_Rules.pdf 878.5 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/02_4-1-2-the-information-visualization-mantra-part-1_04-12-mantra.pdf 849.0 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/04_1-3-4-the-human-retina_1.3.4-the_human_retina.pdf 838.7 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/05_6-5-contextual-text-mining-contextual-probabilistic-latent-semantic-analysis_TM-42-cplsa.pdf 815.8 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/01_lesson-4-1-probabilistic-retrieval-model-basic-idea_4.1_Probabilistic_Retrieval_Model__Basic_Idea.pdf 811.9 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/03_lesson-4-3-query-likelihood-retrieval-function_4.3_Query_Likelihood_Retrieval_Function.pdf 802.3 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/03_lesson-3-2-principal-component-analysis-and-multidimensional-scaling/01_3-2-1-principal-component-analysis_03-21-pca_V2.pdf 799.8 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/06_lesson-1-6-vector-space-retrieval-model-simplest-instantiation_1.6_TR-Vector_Space_Model_Simplest_Instantiation.pdf 799.4 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/02_lesson-3-1-graphs-graph-visualization-and-tree-maps/02_3-1-2-embedding-planar-graphs_03-12-planar_graphs_V2.pdf 795.6 KB
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[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/01_lesson-2-1-vector-space-model-improved-instantiation_2.1_TR-Vector_Space_Model_Improve_Instantiation.pdf 789.6 KB
[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/03_syllabus_vldb15_ael-kishky.pdf 774.7 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/02_4-2-text-clustering-generative-probabilistic-models-part-1_TM-23-clustering-gen-model-part1.pdf 772.9 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/04_7-3-topmine-phrase-mining-without-training-data_2016-PD-07-appl2-phrase-mining_-_3.pdf 767.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/01_6-1-opinion-mining-and-sentiment-analysis-latent-aspect-rating-analysis-part-1_TM-38-sentiment-lara-part1.pdf 761.9 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/09_3-9-latent-dirichlet-allocation-lda-part-1_TM-21-lda.pdf 761.4 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/10_3-10-latent-dirichlet-allocation-lda-part-2_TM-21-lda_1.pdf 761.4 KB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/07_6-7-contextual-text-mining-mining-casual-topics-with-time-series-supervision_TM-44-causal.pdf 755.0 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/05_lesson-6-5-recommender-systems-content-based-filtering-part-1_6.5_Recommender_Systems__Content-Based_Filtering.pdf 745.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/07_3-7-probabilistic-latent-semantic-analysis-plsa-part-1_TM-20-plsa.pdf 744.7 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/08_3-8-probabilistic-latent-semantic-analysis-plsa-part-2_TM-20-plsa_1.pdf 744.7 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/06_lesson-4-6-smoothing-methods-part-1_4.6_Smoothing_Methods__Jelinek-Mercer_and_Dirichlet_Prior.pdf 740.5 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/08_2-8-probabilistic-topic-models-overview-of-statistical-language-models-part-1_TM-15-language-model.pdf 735.9 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/09_2-9-probabilistic-topic-models-overview-of-statistical-language-models-part-2_TM-15-language-model_1.pdf 735.9 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/01_1-3-1-the-human_1.3.1-the_human.pdf 735.9 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/02_lesson-2-2-tf-transformation_2.2_TR-TF_Transformation.pdf 722.0 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/10_2-10-probabilistic-topic-models-mining-one-topic_TM-16-one-topic.pdf 722.0 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/06_1-2-5-non-photorealism_1.2.5-non-photorealism.pdf 714.4 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/07_lesson-4-7-smoothing-methods-part-2_4.7_Smoothing_Methods__Jelinek-Mercer_and_Dirichlet_Prior.pdf 708.5 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/01_1-1-overview-text-mining-and-analytics-part-1_TM-3-overview.pdf 703.7 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/02_1-2-overview-text-mining-and-analytics-part-2_TM-3-overview_1.pdf 703.7 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/06_1-3-6-perceiving-perspective_1.3.6-perceiving_perspective.pdf 695.8 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/07_lesson-6-7-recommender-systems-collaborative-filtering-part-1_6.7_Recommender_Systems__Collaborative_Filtering.pdf 692.2 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/05_1-3-5-perceiving-two-dimensions_1.3.5-perceiving_two_dimensions.pdf 690.4 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/05_7-4-segphrase-phrase-mining-with-tiny-training-sets_2016-PD-07-appl2-phrase-mining_-_4.pdf 689.8 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/04_lesson-4-4-statistical-language-model-part-1_4.4_Smoothing_of_Language_Model.pdf 682.5 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/04_lesson-2-3-tuftes-design-rules-and-using-color/02_2-3-2-using-color_2.3.2-Color.pdf 678.5 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/05_lesson-5-5-web-indexing_5.5_Web_Indexing.pdf 669.3 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/06_lesson-2-6-system-implementation-fast-search_2.6_System_Implementation_-_Fast_Search.pdf 668.3 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/05_4-1-3-database-visualization-part-1_4.1.3._Database_Visualization_Part_1.pdf 666.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/05_5-5-opinion-mining-and-sentiment-analysis-motivation_TM-35-sentiment.pdf 659.9 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/01_3-1-probabilistic-topic-models-mixture-of-unigram-language-models_TM-17-mixture-model.pdf 656.8 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/05_2-5-topic-mining-and-analysis-motivation-and-task-definition_TM-12-topic-mining-task.pdf 654.7 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/03_lesson-2-3-doc-length-normalization_2.3_TR-Doc_Length_Normalization.pdf 653.1 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/02_lesson-5-2-feedback-in-vector-space-model-rocchio_5.2_Feedback_in_Vector_Space_Model__Rocchio.pdf 651.2 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/07_2-7-topic-mining-and-analysis-probabilistic-topic-models_TM-14-topic-model.pdf 644.2 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/03_1-3-natural-language-content-analysis-part-1_TM-4-nlp.pdf 638.3 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/04_1-4-natural-language-content-analysis-part-2_TM-4-nlp_1.pdf 638.3 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/01_lesson-5-1-feedback-in-text-retrieval_5.1_Feedback_in_Text_Retrieval.pdf 638.0 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/04_lesson-2-4-implementation-of-tr-systems_2.4_Implementation_of_TR_Systems.pdf 632.5 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/04_lesson-1-4-overview-of-text-retrieval-methods_1.4_TR-Overview_Text_Retrieval_Methods.pdf 622.9 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/03_lesson-3-3-evaluation-of-tr-systems-evaluating-ranked-lists-part-1_3.3_Evaluation_of_TR_Systems_-_Evaluating_Ranked_Lists_Part_1.pdf 611.5 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/05_week-4/02_week-4-lessons/05_lesson-4-5-statistical-language-model-part-2_4.5_Smoothing_of_Language_Model.pdf 609.3 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/01_lesson-1-1-natural-language-content-analysis_1.1_TR-Natural_Language_Content_Analysis.pdf 606.3 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/03_lesson-1-3-text-retrieval-problem_1.3_TR-Text_Retrieval_Problem.pdf 603.9 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/04_3-4-probabilistic-topic-models-expectation-maximization-algorithm-part-1_TM-19-cond-entropy.pdf 600.5 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/05_3-5-probabilistic-topic-models-expectation-maximization-algorithm-part-2_TM-19-cond-entropy_1.pdf 600.5 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/02_week-3-lessons/06_3-6-probabilistic-topic-models-expectation-maximization-algorithm-part-3_TM-19-cond-entropy_2.pdf 600.5 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/02_1-3-2-memory_1.3.2-memory.pdf 597.9 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/04_lesson-1-3-humans-and-visualization/03_1-3-3-reasoning_1.3.3-reasoning.pdf 594.8 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/06_6-6-contextual-text-mining-mining-topics-with-social-network-context_TM-43-netplsa.pdf 585.8 KB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/03_6-3-text-based-prediction_TM-40-prediction.pdf 579.7 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/01_2-2-1-glyphs-part-1_2.2.1-glyphs.pdf 570.5 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/06_lesson-5-6-link-analysis-part-1_5.6_Link_Analysis.pdf 570.2 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/04_5-4-text-categorization-evaluation-part-2_TM-34-text-cat-eval-part2.pdf 566.4 KB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/04_6-4-contextual-text-mining-motivation_TM-41-contextual.pdf 564.4 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/04_lesson-6-4-future-of-web-search_6.4_Future_Web_Search.pdf 563.4 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/01_lesson-7-pattern-mining-applications-mining-quality-phrases-from-text-data/03_7-2-previous-phrase-mining-methods_2016-PD-07-appl2-phrase-mining_-_2.pdf 560.5 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/06_6-5-mining-periodic-movement-patterns_2016-PD-06-appl1-spatiotemporal_-_5.pdf 554.7 KB
[TutsNode.net] - Data Mining Specialization/text-mining/04_week-3/04_honors-track-programming-assignment/02_programming-assignment_instructions.html 552.2 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/03_week-2/02_week-2-lessons/05_lesson-2-5-system-implementation-inverted-index-construction_2.5_System_Implementation_-_Inverted_Index_Construction.pdf 551.7 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/06_lesson-3-6-evaluation-of-tr-systems-practical-issues_3.6_Evaluation_of_TR_Systems_-_Practical_Issues.pdf 542.6 KB
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[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/03_syllabus_sigmod15_jliu.pdf 536.3 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/04_4-4-text-clustering-generative-probabilistic-models-part-3_TM-25-clustering-gen-model-part3.pdf 530.1 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/03_1-2-2-2-d-drawing_1.2.2-2D_drawing.pdf 529.2 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/01_week-1-information/02_week-1-introduction_1.1.1-introduction.pdf 522.8 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/06_week-5/02_week-5-lessons/04_lesson-5-4-web-search-introduction-web-crawler_5.4_Web_Search.pdf 521.9 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/03_2-3-syntagmatic-relation-discovery-mutual-information-part-1_TM-11-mutual-info-corrected.pdf 519.0 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/04_2-4-syntagmatic-relation-discovery-mutual-information-part-2_TM-11-mutual-info-corrected_1.pdf 519.0 KB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/02_5-2-text-categorization-discriminative-classifier-part-2_TM-32-text-cat-discrim-part2.pdf 518.3 KB
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[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/02_lesson-3-2-evaluation-of-tr-systems-basic-measures_3.2_Evaluation_of_TR_Systems_-_Basic_Measures.pdf 512.4 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/02_lesson-1-2-text-access_1.2_TR-Text_Access.pdf 509.6 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/01_4-1-text-clustering-motivation_TM-22-clustering.pdf 508.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/03_4-3-text-clustering-generative-probabilistic-models-part-2_TM-24-clustering-gen-model-part2.pdf 505.7 KB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/03_5-3-text-categorization-evaluation-part-1_TM-33-text-cat-eval-part1.pdf 504.9 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/05_week-2-activities/01_programming-assignment-1-visualize-data-using-a-chart_d3js-multi-line-graph-with-automatic.html 500.6 KB
[TutsNode.net] - Data Mining Specialization/data-mining-project/01_orientation/01_orientation/07_data-set-and-toolkit-acquisition_d3js-multi-line-graph-with-automatic.html 500.6 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/01_lesson-6-1-learning-to-rank-part-1_6.1_Learning_to_Rank.pdf 496.3 KB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/02_week-6-lessons/08_6-8-course-summary_TM-45-summary.pdf 489.2 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/02_week-1/02_week-1-lessons/05_lesson-1-5-vector-space-model-basic-idea_1.5_TR-Vector_Space_Model_Basic_Idea.pdf 480.2 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/07_1-7-word-association-mining-and-analysis_TM-6-word-relation-corrected.pdf 479.0 KB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/07_5-7-opinion-mining-and-sentiment-analysis-ordinal-logistic-regression_TM-37-sentiment-ordinal.pdf 476.8 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/02_2-2-syntagmatic-relation-discovery-conditional-entropy_TM-10-cond-entropy.pdf 475.6 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/05_4-5-text-clustering-similarity-based-approaches_TM-26-clustering-similarity.pdf 475.2 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/04_8-3-pattern-discovery-for-image-analysis_2016-PD-08-advanced-topics_-_3.pdf 474.2 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/01_lesson-3-1-evaluation-of-tr-systems_3.1_Evaluation_of_TR_Systems.pdf 474.0 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/04_4-8-probabilistic-hierarchical-clustering_4.8._Probabilistic_Hierarchical_Clustering.pdf 473.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/06_2-6-topic-mining-and-analysis-term-as-topic_TM-13-term-as-topic.pdf 469.9 KB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/06_5-6-opinion-mining-and-sentiment-analysis-sentiment-classification_TM-36-sentiment-method.pdf 468.5 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/06_4-6-text-clustering-evaluation_TM-27-clustering-eval.pdf 459.7 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/05_lesson-3-5-evaluation-of-tr-systems-multi-level-judgements_3.5_Evaluation_of_TR_Systems_-_Multi-Level_Judgements.pdf 457.5 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/03_lesson-1-2-graphics-drawing-and-photorealism/01_1-2-1-2-d-graphics_1.2.1-2D_graphics.pdf 454.2 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/06_1-6-text-representation-part-2_TM-5-textrep_1.pdf 452.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/02_week-1/02_week-1-lessons/05_1-5-text-representation-part-1_TM-5-textrep.pdf 452.1 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/02_lesson-1-1-introduction/02_1-1-2-overview-of-visualization_1.1.3-overview_of_visualization.pdf 450.0 KB
[TutsNode.net] - Data Mining Specialization/text-mining/03_week-2/02_week-2-lessons/01_2-1-syntagmatic-relation-discovery-entropy_TM-9-syn-relation.pdf 449.9 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/02_lesson-2-1-data-mapping-and-charts/01_2-1-1-data_2.1.1-data.pdf 445.7 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/02_lesson-2-1-data-mapping-and-charts/02_2-1-2-mapping_2.1.2-mapping.pdf 445.2 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/11_6-10-clustering-tendency_6.10._Clustering_Tendency.pdf 442.7 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/05_week-3-activities/01_programming-assignment-2-visualize-network-data_instructions.html 442.2 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/09_4-9-text-categorization-generative-probabilistic-models_TM-30-text-cat-model.pdf 442.0 KB
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[TutsNode.net] - Data Mining Specialization/text-retrieval/07_week-6/02_week-6-lessons/10_lesson-6-10-course-summary_6.10_Course_Summary.pdf 436.5 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/01_course-orientation/01_about-the-course/01_course-introduction_0._Course_Introduction.pdf 429.9 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/01_course-orientation/01_orientation/01_course-introduction_2016-PD-00-intro.pdf 428.0 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/02_week-1-the-computer-and-the-human/02_lesson-1-1-introduction/01_1-1-1-some-books-on-data-visualization_1.1.2-books_on_data_visualization.pdf 426.3 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/04_week-3-visualization-of-non-numerical-data/03_lesson-3-2-principal-component-analysis-and-multidimensional-scaling/02_3-2-2-multidimensional-scaling_03-22-mds_V2.pdf 425.7 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/03_5-2-dbscan-a-density-based-clustering-algorithm_5.2._DBSCAN_A_Density-Based_Clustering_Algorithm.pdf 422.4 KB
[TutsNode.net] - Data Mining Specialization/text-retrieval/04_week-3/02_week-3-lessons/04_lesson-3-4-evaluation-of-tr-systems-evaluating-ranked-lists-part-2_3.4_Evaluation_of_TR_Systems_-_Evaluating_Ranked_Lists_Part_2.pdf 422.1 KB
[TutsNode.net] - Data Mining Specialization/text-mining/06_week-5/02_week-5-lessons/01_5-1-text-categorization-discriminative-classifier-part-1_TM-31-text-cat-discrim-part1.pdf 421.6 KB
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[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/08_4-8-text-categorization-methods_TM-29-text-cat-methods.pdf 394.8 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/06_5-5-sting-a-statistical-information-grid-approach_5.5._STING_A_Statistical_Information_Grid_Approach.pdf 372.5 KB
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[TutsNode.net] - Data Mining Specialization/datavisualization/05_week-4-the-visualization-dashboard/02_lesson-4-1-visualization-systems-and-database-visualization/01_4-1-1-visualization-systems_04-11-systems.pdf 369.8 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/03_lesson-2-2-glyphs-parallel-coordinates-and-stacked-graphs/03_2-2-2-parallel-coordinates_2.2.2-parallel_coords.pdf 368.7 KB
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[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/04_3-3-null-invariance-measures_2016-PD-03-pattern-evaluation_-_3.pdf 349.6 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/04_6-3-mining-and-aggregating-patterns-over-multiple-trajectories_2016-PD-06-appl1-spatiotemporal_-_3.pdf 348.8 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/05_3-4-comparison-of-null-invariant-measures_Comparison_of_Null-Invariant_Measures.pdf 339.0 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/03_4-7-chameleon-graph-partitioning-on-the-knn-graph-of-the-data_4.7._CHAMELEON_Graph_Partitioning_on_the_KNN_Graph_of_the_Data.pdf 337.1 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/01_lesson-4-hierarchical-clustering-methods-continued/02_4-6-cure-clustering-using-well-scattered-representatives_4.6._CURE_Clustering_Using_Well-Scattered_Representatives.pdf 320.2 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/07_3-6-kernel-k-means-clustering_3.6._Kernel_K-Means_Clustering.pdf 311.4 KB
[TutsNode.net] - Data Mining Specialization/text-mining/05_week-4/02_week-4-lessons/07_4-7-text-categorization-motivation_TM-28-text-cat.pdf 305.1 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/06_2-5-proximity-measure-between-two-vectors-cosine-similarity_2.5._Proximity_Measure_between_Two_Vectors_Cosine_Similarity.pdf 291.4 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/02_8-1-frequent-pattern-mining-in-data-streams_2016-PD-08-advanced-topics_-_1.pdf 290.0 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/06_6-5-external-measure-2-entropy-based-measures_6.5._External_Measure_2_Entropy-Based_Measures.pdf 284.3 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/04_5-3-optics-ordering-points-to-identify-clustering-structure_5.3._OPTICS_Ordering_Points_To_Identify_Clustering_Structure.pdf 278.5 KB
[TutsNode.net] - Data Mining Specialization/text-mining/01_orientation/01_about-the-course/02_syllabus_smith.whitepaper10.pdf 274.9 KB
[TutsNode.net] - Data Mining Specialization/text-mining/07_week-6/01_week-6-information/01_week-6-overview_smith.whitepaper10.pdf 274.9 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/06_4-5-mining-compressed-patterns_2016-PD-04-mining-diverse-patterns_-_5.pdf 271.1 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/07_2-6-correlation-measures-between-two-variables-covariance-and-correlation_2.6._Correlation_Measures_between_Two_variables_Covariance_and_Correlation_Coefficient.pdf 270.3 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/06_2-5-fpgrowth-a-pattern-growth-approach_2016-PD-02-pattern-mining-methods_-_5.pdf 269.9 KB
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[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/05_6-4-mining-semantics-rich-movement-patterns_2016-PD-06-appl1-spatiotemporal_-_4.pdf 265.5 KB
[TutsNode.net] - Data Mining Specialization/datavisualization/03_week-2-visualization-of-numerical-data/02_lesson-2-1-data-mapping-and-charts/03_2-1-3-charts_2.1.3-charts.pdf 260.5 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/04_2-3-proximity-measure-for-symetric-vs-asymmetric-binary-variables_2.3._Proximity_Measure_for_Symetric_vs_Asymmetric_Binary_Variables.pdf 258.2 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/03_lesson-5-density-based-and-grid-based-clustering-methods/07_5-6-clique-grid-based-subspace-clustering_5.6._CLIQUE_Grid-Based_Subspace_Clustering.pdf 256.6 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/03_3-2-interestingness-measures-lift-and-kh2_2016-PD-03-pattern-evaluation_-_2.pdf 254.0 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/03_lesson-2-similarity-measures-for-cluster-analysis/03_2-2-distance-on-numeric-data-minkowski-distance_2.2_Distance_on_Numeric_Data_Minkowski_Distance.pdf 245.6 KB
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[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/03_8-2-pattern-discovery-for-software-bug-mining_2016-PD-08-advanced-topics_-_2.pdf 236.8 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/10_6-9-cluster-stability_6.9._Cluster_Stability.pdf 231.9 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/03_2-2-the-apriori-algorithm_2016-PD-02-pattern-mining-methods_-_2.pdf 227.2 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/06_5-5-clospan-mining-closed-sequential-patterns_2016-PD-05-sequential-pattern-mining_-_5.pdf 224.8 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/05_6-4-external-measures-1-matching-based-measures_6.4._External_Measures_1_Matching-Based_Measures.pdf 223.6 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/07_6-6-external-measure-3-pairwise-measures_6.6._External_Measure_3_Pairwise_Measures.pdf 222.1 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/03_6-2-mining-spatial-colocation-patterns_2016-PD-06-appl1-spatiotemporal_-_2.pdf 221.3 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/03_3-2-k-means-clustering-method_3.2._K-Means_Clustering_Method.pdf 221.3 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/05_week-4/02_lesson-8-advanced-topics-on-pattern-discovery/05_8-4-advanced-topics-on-pattern-discovery-pattern-mining-and-society-privacy_2016-PD-08-advanced-topics_-_4.pdf 221.0 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/06_3-5-the-k-medians-and-k-modes-clustering-methods_3.5._The_K-Medians_and_K-Modes_Clustering_Methods.pdf 216.9 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/05_3-4-the-k-medoids-clustering-method_3.4._The_K-Medoids_Clustering_Method.pdf 211.4 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/01_course-orientation/01_about-the-course/02_syllabus_product.jsp 211.2 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/01_course-orientation/01_orientation/02_syllabus_product.jsp 211.2 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/04_2-3-extensions-or-improvements-of-apriori_2016-PD-02-pattern-mining-methods_-_3.pdf 205.0 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/04_3-3-initialization-of-k-means-clustering_3.3._Initialization_of_K-Means_Clustering.pdf 204.8 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/09_6-8-relative-measures_6.8._Relative_Measures.pdf 204.4 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/01_lesson-1-pattern-discovery-basic-concepts/03_1-2-frequent-patterns-and-association-rules_2016-PD-01-basicConcepts_-_2.pdf 202.0 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/01_lesson-1-pattern-discovery-basic-concepts/04_1-3-compressed-representation-closed-patterns-and-max-patterns_2016-PD-01-basicConcepts_-_3.pdf 195.3 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/01_lesson-5-sequential-pattern-mining/04_5-3-spade-sequential-pattern-mining-in-vertical-data-format_2016-PD-05-sequential-pattern-mining_-_3.pdf 194.3 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/02_4-1-hierarchical-clustering-methods_4.1._Hierarchical_Clustering_Methods.pdf 191.7 KB
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[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/01_lesson-3-partitioning-based-clustering-methods/02_3-1-partitioning-based-clustering-methods_3.1._Partitioning-Based_Clustering_Methods.pdf 188.7 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/06_4-5-birch-a-micro-clustering-based-approach_4.5._BIRCH_A_Micro-Clustering-Based_Approach.pdf 187.2 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/04_week-3/04_lesson-5-graded-activities/01_lesson-5-quiz_exam.html 187.1 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/06_1-5-an-overview-of-typical-clustering-methodologies_1.5._An_Overview_of_Typical_Clustering_Methodologies.pdf 186.6 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/02_1-1-what-is-cluster-analysis_1.1._What_is_Cluster_Analysis.pdf 185.9 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/02_lesson-4-mining-diverse-frequent-patterns/02_4-1-mining-multi-level-associations_2016-PD-04-mining-diverse-patterns_-_1.pdf 185.6 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/08_6-7-internal-measures-for-clustering-validation_6.7._Internal_Measures_for_Clustering_Validation.pdf 185.0 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/02_module-1/02_lesson-2-efficient-pattern-mining-methods/07_2-6-mining-closed-patterns_2016-PD-02-pattern-mining-methods_-6.pdf 179.4 KB
[TutsNode.net] - Data Mining Specialization/data-patterns/04_module-3/02_lesson-6-pattern-mining-applications-mining-spatiotemporal-and-trajectory/02_6-1-mining-spatial-associations_2016-PD-06-appl1-spatiotemporal_-_1.pdf 179.2 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/02_module-1/01_lesson-1-cluster-analysis-an-introduction/07_1-6-an-overview-of-clustering-different-types-of-data_1.6._An_Overview_of_Clustering_Different_Types_of_Data.pdf 177.9 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/03_week-2/03_lesson-4-hierarchical-clustering-methods/03_4-2-agglomerative-clustering-algorithms_4.2._Agglomerative_Clustering_Algorithms.pdf 177.6 KB
[TutsNode.net] - Data Mining Specialization/cluster-analysis/05_week-4/01_lesson-6-methods-for-clustering-validation/04_6-3-constraint-based-clustering_6.3._Constraint-Based_Clustering.pdf 177.2 KB
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[TutsNode.net] - Data Mining Specialization/data-patterns/03_module-2/01_lesson-3-pattern-evaluation/02_3-1-limitation-of-the-support-confidence-framework_2016-PD-03-pattern-evaluation_-_1.pdf 176.5 KB
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