Data Mining Specialization | 452E0686BF56857422A149632C81CDAAD37DB179

Data Mining Specialization

Name	Data Mining Specialization	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	8.1 GB
Total Files	1344
Last Seen	2025-07-17 23:57
Hash	452E0686BF56857422A149632C81CDAAD37DB179

/.../data-mining-project/01_orientation/01_orientation/
07_data-set-and-toolkit-acquisition_Capstone.ova	3.1 GB
07_data-set-and-toolkit-acquisition_yelp_dataset.tar.gz	443.4 MB
03_syllabus_1501.02527	43.2 KB
06_meta-installation-and-overview_index.html	3.0 KB
06_meta-installation-and-overview_analyzers-filters-tutorial.html	30.3 KB
06_meta-installation-and-overview_instructions.html	6.6 KB
06_meta-installation-and-overview_classmeta_1_1index_1_1disk__index.html	37.9 KB
05_updating-your-profile_instructions.html	1.4 KB
06_meta-installation-and-overview_setup-guide.html	30.0 KB
03_syllabus_vldb15_ael-kishky.pdf	793.3 KB
03_syllabus_item.aspx	68.1 KB
07_data-set-and-toolkit-acquisition_qs-import-vm.html	7.2 KB
01_welcome-to-the-data-mining-project.mp4	22.9 MB
06_meta-installation-and-overview_overview-tutorial.html	29.2 KB
01_welcome-to-the-data-mining-project.en.srt	16.3 KB
03_syllabus_instructions.html	15.4 KB
07_data-set-and-toolkit-acquisition_task1PythonTools.zip	5.1 KB
07_data-set-and-toolkit-acquisition_topic-models-tutorial.html	12.1 KB
01_welcome-to-the-data-mining-project.en.txt	10.3 KB
07_data-set-and-toolkit-acquisition_instructions.html	9.8 KB
03_syllabus_sigmod15_jliu.pdf	549.2 KB
07_data-set-and-toolkit-acquisition_task1JavaTools.zip	13.7 MB
04_about-the-discussion-forums_instructions.html	5.3 KB
03_syllabus_kdd15_xren.pdf	535.9 KB
02_orientation-overview_instructions.html	4.2 KB
07_data-set-and-toolkit-acquisition_d3js-multi-line-graph-with-automatic.html	512.6 KB
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TutsNode.net.txt	0.1 KB
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06_5-5-sting-a-statistical-information-grid-approach_5.5._STING_A_Statistical_Information_Grid_Approach.pdf	381.5 KB
07_5-6-clique-grid-based-subspace-clustering.en.srt	7.7 KB
02_5-1-density-based-and-grid-based-clustering-methods.en.srt	1.6 KB
02_5-1-density-based-and-grid-based-clustering-methods.en.txt	0.9 KB
05_5-4-grid-based-clustering-methods.en.txt	1.9 KB
06_5-5-sting-a-statistical-information-grid-approach.en.txt	2.5 KB
02_5-1-density-based-and-grid-based-clustering-methods_5.1._Density-Based_and_Grid-Based_Clustering_Methods.pdf	133.5 KB
07_5-6-clique-grid-based-subspace-clustering.en.txt	4.8 KB
04_5-3-optics-ordering-points-to-identify-clustering-structure_5.3._OPTICS_Ordering_Points_To_Identify_Clustering_Structure.pdf	285.2 KB
05_5-4-grid-based-clustering-methods_5.4._Grid-Based_Clustering_Methods.pdf	151.5 KB
04_5-3-optics-ordering-points-to-identify-clustering-structure.mp4	18.4 MB
07_5-6-clique-grid-based-subspace-clustering_5.6._CLIQUE_Grid-Based_Subspace_Clustering.pdf	262.7 KB
04_5-3-optics-ordering-points-to-identify-clustering-structure.en.txt	6.0 KB
03_5-2-dbscan-a-density-based-clustering-algorithm.mp4	17.1 MB
04_5-3-optics-ordering-points-to-identify-clustering-structure.en.srt	11.5 KB
07_5-6-clique-grid-based-subspace-clustering.mp4	14.6 MB
03_5-2-dbscan-a-density-based-clustering-algorithm.en.srt	9.0 KB
05_5-4-grid-based-clustering-methods.en.srt	3.2 KB
01_lesson-5-overview_instructions.html	8.0 KB
03_5-2-dbscan-a-density-based-clustering-algorithm.en.txt	5.6 KB
06_5-5-sting-a-statistical-information-grid-approach.en.srt	4.1 KB
03_5-2-dbscan-a-density-based-clustering-algorithm_5.2._DBSCAN_A_Density-Based_Clustering_Algorithm.pdf	432.5 KB
06_5-5-sting-a-statistical-information-grid-approach.mp4	8.5 MB
05_5-4-grid-based-clustering-methods.mp4	7.1 MB
02_5-1-density-based-and-grid-based-clustering-methods.mp4	4.4 MB
01_lesson-5-overview_Han_Data_Mining_3e_Chapters_2101113.pdf	2.5 MB
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01_3-2-1-principal-component-analysis.en.srt	10.7 KB
01_3-2-1-principal-component-analysis_03-21-pca_V2.pdf	819.0 KB
01_3-2-1-principal-component-analysis.mp4	21.7 MB
02_3-2-2-multidimensional-scaling.mp4	16.9 MB
02_3-2-2-multidimensional-scaling.en.txt	5.7 KB
02_3-2-2-multidimensional-scaling.en.srt	9.1 KB
01_3-2-1-principal-component-analysis.en.txt	6.8 KB
02_3-2-2-multidimensional-scaling_03-22-mds_V2.pdf	435.9 KB
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/.../02_week-4-graded-activities/
01_lesson-6-quiz_exam.html	84.8 KB
02_implementing-clustering-validation-measures_instructions.html	2.9 KB
02_implementing-clustering-validation-measures_data.zip	6.8 KB
/.../02_lesson-8-advanced-topics-on-pattern-discovery/
05_8-4-advanced-topics-on-pattern-discovery-pattern-mining-and-society-privacy.en.srt	17.8 KB
02_8-1-frequent-pattern-mining-in-data-streams.mp4	35.3 MB
06_8-5-advanced-topics-on-pattern-discovery-looking-forward_2016-PD-08-advanced-topics_-_5.pdf	165.6 KB
05_8-4-advanced-topics-on-pattern-discovery-pattern-mining-and-society-privacy.mp4	25.9 MB
03_8-2-pattern-discovery-for-software-bug-mining_2016-PD-08-advanced-topics_-_2.pdf	242.5 KB
03_8-2-pattern-discovery-for-software-bug-mining.mp4	23.6 MB
02_8-1-frequent-pattern-mining-in-data-streams_2016-PD-08-advanced-topics_-_1.pdf	296.9 KB
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06_8-5-advanced-topics-on-pattern-discovery-looking-forward.en.txt	3.4 KB
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05_8-4-advanced-topics-on-pattern-discovery-pattern-mining-and-society-privacy_2016-PD-08-advanced-topics_-_4.pdf	226.3 KB
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06_8-5-advanced-topics-on-pattern-discovery-looking-forward.mp4	9.9 MB
/.../02_week-1-lessons/
01_lesson-1-1-natural-language-content-analysis.mp4	80.3 MB
03_lesson-1-3-text-retrieval-problem.mp4	49.6 MB
06_lesson-1-6-vector-space-retrieval-model-simplest-instantiation.mp4	29.0 MB
06_lesson-1-6-vector-space-retrieval-model-simplest-instantiation_1.6_TR-Vector_Space_Model_Simplest_Instantiation.pdf	818.6 KB
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04_lesson-1-4-overview-of-text-retrieval-methods_1.4_TR-Overview_Text_Retrieval_Methods.pdf	637.8 KB
05_lesson-1-5-vector-space-model-basic-idea_1.5_TR-Vector_Space_Model_Basic_Idea.pdf	491.7 KB
01_lesson-1-1-natural-language-content-analysis_1.1_TR-Natural_Language_Content_Analysis.pdf	620.8 KB
05_lesson-1-5-vector-space-model-basic-idea.mp4	17.8 MB
04_lesson-1-4-overview-of-text-retrieval-methods.mp4	17.5 MB
06_lesson-1-6-vector-space-retrieval-model-simplest-instantiation.en.txt	12.1 KB
02_lesson-1-2-text-access.mp4	16.4 MB
03_lesson-1-3-text-retrieval-problem_1.3_TR-Text_Retrieval_Problem.pdf	618.4 KB
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08_4-8-text-categorization-methods_TM-29-text-cat-methods.pdf	404.2 KB
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09_4-9-text-categorization-generative-probabilistic-models.en.srt	40.6 KB
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05_4-5-text-clustering-similarity-based-approaches.mp4	31.6 MB
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09_4-9-text-categorization-generative-probabilistic-models.en.txt	25.0 KB
07_4-7-text-categorization-motivation.mp4	28.2 MB
01_4-1-text-clustering-motivation.mp4	27.4 MB
04_4-4-text-clustering-generative-probabilistic-models-part-3.mp4	26.2 MB
07_4-7-text-categorization-motivation_TM-28-text-cat.pdf	312.4 KB
02_4-2-text-clustering-generative-probabilistic-models-part-1_TM-23-clustering-gen-model-part1.pdf	791.4 KB
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06_4-6-text-clustering-evaluation_TM-27-clustering-eval.pdf	470.7 KB
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02_4-2-text-clustering-generative-probabilistic-models-part-1.en.srt	20.0 KB
04_4-4-text-clustering-generative-probabilistic-models-part-3.en.srt	18.7 KB
06_4-6-text-clustering-evaluation.mp4	20.0 MB
05_4-5-text-clustering-similarity-based-approaches.en.txt	14.1 KB
03_4-3-text-clustering-generative-probabilistic-models-part-2.mp4	17.9 MB
02_4-2-text-clustering-generative-probabilistic-models-part-1.en.txt	12.5 KB
06_4-6-text-clustering-evaluation.en.srt	12.5 KB
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07_4-7-text-categorization-motivation.en.txt	11.2 KB
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08_4-8-text-categorization-methods.en.txt	8.9 KB
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01_4-1-text-clustering-motivation.en.txt	7.8 KB
04_4-4-text-clustering-generative-probabilistic-models-part-3_TM-25-clustering-gen-model-part3.pdf	542.8 KB
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01_4-1-text-clustering-motivation_TM-22-clustering.pdf	520.3 KB
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09_4-9-text-categorization-generative-probabilistic-models_TM-30-text-cat-model.pdf	452.6 KB
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/.../02_week-5-lessons/
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02_5-2-text-categorization-discriminative-classifier-part-2.mp4	55.4 MB
05_5-5-opinion-mining-and-sentiment-analysis-motivation.en.txt	13.7 KB
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05_5-5-opinion-mining-and-sentiment-analysis-motivation_TM-35-sentiment.pdf	675.8 KB
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07_5-7-opinion-mining-and-sentiment-analysis-ordinal-logistic-regression.mp4	23.7 MB
06_5-6-opinion-mining-and-sentiment-analysis-sentiment-classification_TM-36-sentiment-method.pdf	479.7 KB
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05_5-5-opinion-mining-and-sentiment-analysis-motivation.en.srt	22.1 KB
03_5-3-text-categorization-evaluation-part-1.en.srt	18.6 KB
04_5-4-text-categorization-evaluation-part-2.mp4	19.3 MB
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04_5-4-text-categorization-evaluation-part-2.en.srt	13.8 KB
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07_5-7-opinion-mining-and-sentiment-analysis-ordinal-logistic-regression.en.txt	9.9 KB
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04_5-4-text-categorization-evaluation-part-2.en.txt	8.8 KB
07_5-7-opinion-mining-and-sentiment-analysis-ordinal-logistic-regression_TM-37-sentiment-ordinal.pdf	488.2 KB
02_5-2-text-categorization-discriminative-classifier-part-2_TM-32-text-cat-discrim-part2.pdf	530.7 KB
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01_5-1-text-categorization-discriminative-classifier-part-1_TM-31-text-cat-discrim-part1.pdf	431.8 KB
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06_lesson-3-6-evaluation-of-tr-systems-practical-issues_3.6_Evaluation_of_TR_Systems_-_Practical_Issues.pdf	555.6 KB
05_lesson-3-5-evaluation-of-tr-systems-multi-level-judgements.en.txt	8.1 KB
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02_lesson-3-2-evaluation-of-tr-systems-basic-measures_3.2_Evaluation_of_TR_Systems_-_Basic_Measures.pdf	524.7 KB
05_lesson-3-5-evaluation-of-tr-systems-multi-level-judgements_3.5_Evaluation_of_TR_Systems_-_Multi-Level_Judgements.pdf	468.5 KB
01_lesson-3-1-evaluation-of-tr-systems_3.1_Evaluation_of_TR_Systems.pdf	485.4 KB
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01_programming-assignment-2_Assignment_2.tar.gz	26.5 KB
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04_1-3-compressed-representation-closed-patterns-and-max-patterns_2016-PD-01-basicConcepts_-_3.pdf	200.0 KB
02_1-1-what-is-pattern-discovery-why-is-it-important_2016-PD-01-basicConcepts_-1.pdf	132.7 KB
03_1-2-frequent-patterns-and-association-rules_2016-PD-01-basicConcepts_-_2.pdf	206.9 KB
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04_1-3-compressed-representation-closed-patterns-and-max-patterns.en.srt	8.1 KB
04_1-3-compressed-representation-closed-patterns-and-max-patterns.mp4	14.0 MB
01_lesson-1-overview_instructions.html	7.3 KB
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04_1-3-compressed-representation-closed-patterns-and-max-patterns.en.txt	4.5 KB
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01_lesson-1-overview_Han_Data_Mining_3e_Chapters_167.pdf	1.5 MB
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01_1-1-1-some-books-on-data-visualization_1.1.2-books_on_data_visualization.pdf	436.5 KB
02_1-1-2-overview-of-visualization_1.1.3-overview_of_visualization.pdf	460.8 KB
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01_programming-assignment-1-visualize-data-using-a-chart_Programming_Assignment_1_Data_New.zip	23.5 KB
01_programming-assignment-1-visualize-data-using-a-chart_Programming_Assignment_Data_-_GISTEMP_Original.zip	18.6 KB
01_programming-assignment-1-visualize-data-using-a-chart_d3js-multi-line-graph-with-automatic.html	512.6 KB
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01_programming-assignment-1-visualize-data-using-a-chart_instructions.html	179.7 KB
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03_2-1-3-charts_2.1.3-charts.pdf	266.7 KB
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01_week-6-overview_smith.whitepaper10.pdf	281.5 KB
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