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Big Data Specialization

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TutsNode.net.txt

TXT

63 B

[TGx]Downloaded from torrentgalaxy.to .txt

TXT

585 B

[TutsNode.net] - Big Data Specialization

big-data-graph-analytics

01_welcome-to-graph-analytics

01_instructor-welcome

01_welcome-to-graph-analytics-for-big-data.en.srt	SRT	3.82 KB
01_welcome-to-graph-analytics-for-big-data.en.txt	TXT	2.4 KB
01_welcome-to-graph-analytics-for-big-data.mp4	MP4	15.83 MB

02_introduction-to-graphs

01_lesson-1-what-is-a-graph

01_what-to-learn-in-this-module_instructions.html	HTML	1.58 KB
02_what-is-a-graph.en.srt	SRT	9.93 KB
02_what-is-a-graph.en.txt	TXT	5.87 KB
02_what-is-a-graph.mp4	MP4	19.83 MB
03_why-graphs.en.srt	SRT	3.27 KB
03_why-graphs.en.txt	TXT	1.98 KB
03_why-graphs.mp4	MP4	8.7 MB

02_big-data-graphs-in-the-real-world

01_why-graphs-example-1-social-networking.en.srt	SRT	4.92 KB
01_why-graphs-example-1-social-networking.en.txt	TXT	3.04 KB
01_why-graphs-example-1-social-networking.mp4	MP4	10.62 MB
02_why-graphs-example-2-biological-networks.en.srt	SRT	4.66 KB
02_why-graphs-example-2-biological-networks.en.txt	TXT	2.98 KB
02_why-graphs-example-2-biological-networks.mp4	MP4	13.28 MB
03_why-graphs-example-3-human-information-network-analytics.en.srt	SRT	4.7 KB
03_why-graphs-example-3-human-information-network-analytics.en.txt	TXT	2.95 KB
03_why-graphs-example-3-human-information-network-analytics.mp4	MP4	13.88 MB
04_why-graphs-example-4-smart-cities.en.srt	SRT	5.16 KB
04_why-graphs-example-4-smart-cities.en.txt	TXT	3.25 KB
04_why-graphs-example-4-smart-cities.mp4	MP4	9.7 MB
05_the-purpose-of-analytics.en.srt	SRT	1.48 KB
05_the-purpose-of-analytics.en.txt	TXT	946 B
05_the-purpose-of-analytics.mp4	MP4	4.9 MB
06_what-are-the-impact-of-big-datas-v-s-on-graphs.en.srt	SRT	13.85 KB
06_what-are-the-impact-of-big-datas-v-s-on-graphs.en.txt	TXT	8.59 KB
06_what-are-the-impact-of-big-datas-v-s-on-graphs.mp4	MP4	40.66 MB

03_check-your-knowledge-introduction-to-graphs

	01_download-slides-for-this-module_all_module_slides.zip	ZIP	29.85 MB
	01_download-slides-for-this-module_instructions.html	HTML	1.12 KB

03_graph-analytics

01_big-data-and-graph-analytics

01_what-to-learn-in-this-module_instructions.html	HTML	2.12 KB
02_focusing-on-graph-analytics-techniques.en.srt	SRT	13.2 KB
02_focusing-on-graph-analytics-techniques.en.txt	TXT	8.29 KB
02_focusing-on-graph-analytics-techniques.mp4	MP4	27.06 MB
03_if-this-module-takes-a-little-longer-thats-ok_instructions.html	HTML	1.49 KB
04_download-all-slides-for-module-3_Module3_slides.pdf	PDF	3.48 MB
04_download-all-slides-for-module-3_instructions.html	HTML	1.02 KB

02_path-analytics

01_path-analytics.en.srt	SRT	7.3 KB
01_path-analytics.en.txt	TXT	4.36 KB
01_path-analytics.mp4	MP4	17.05 MB
02_the-basic-path-analytics-question-what-is-the-best-path.en.srt	SRT	5.45 KB
02_the-basic-path-analytics-question-what-is-the-best-path.en.txt	TXT	3.44 KB
02_the-basic-path-analytics-question-what-is-the-best-path.mp4	MP4	13.3 MB
03_applying-dijkstras-algorithm.en.srt	SRT	6.18 KB
03_applying-dijkstras-algorithm.en.txt	TXT	3.8 KB
03_applying-dijkstras-algorithm.mp4	MP4	10.85 MB
04_inclusion-and-exclusion-constraints.en.srt	SRT	1.43 KB
04_inclusion-and-exclusion-constraints.en.txt	TXT	895 B
04_inclusion-and-exclusion-constraints.mp4	MP4	4.34 MB

03_connectivity-analytics

01_connectivity-analytics.en.srt	SRT	4.13 KB
01_connectivity-analytics.en.txt	TXT	2.61 KB
01_connectivity-analytics.mp4	MP4	11.09 MB
02_disconnecting-a-graph.en.srt	SRT	1.8 KB
02_disconnecting-a-graph.en.txt	TXT	1.01 KB
02_disconnecting-a-graph.mp4	MP4	5.79 MB
03_connectedness-indegree-and-outdegree.en.srt	SRT	3.87 KB
03_connectedness-indegree-and-outdegree.en.txt	TXT	2.38 KB
03_connectedness-indegree-and-outdegree.mp4	MP4	9.36 MB

04_community-analytics

01_community-analytics-and-local-properties.en.srt	SRT	9.98 KB
01_community-analytics-and-local-properties.en.txt	TXT	6.09 KB
01_community-analytics-and-local-properties.mp4	MP4	21.94 MB
02_global-property-modularity.en.srt	SRT	9.17 KB
02_global-property-modularity.en.txt	TXT	5.69 KB
02_global-property-modularity.mp4	MP4	18.34 MB

05_centrality-analytics

01_centrality-analytics.en.srt	SRT	9.91 KB
01_centrality-analytics.en.txt	TXT	6.15 KB
01_centrality-analytics.mp4	MP4	24.57 MB

06_graph-analytics-optional-lectures

01_optional-lecture-1-bi-directional-dijkstra-algorithm.en.srt	SRT	2.58 KB
01_optional-lecture-1-bi-directional-dijkstra-algorithm.en.txt	TXT	1.56 KB
01_optional-lecture-1-bi-directional-dijkstra-algorithm.mp4	MP4	6.14 MB
02_optional-lecture-2-goal-directed-dijkstra-algorithm.en.srt	SRT	3.66 KB
02_optional-lecture-2-goal-directed-dijkstra-algorithm.en.txt	TXT	2.24 KB
02_optional-lecture-2-goal-directed-dijkstra-algorithm.mp4	MP4	8.12 MB
03_optional-lecture-3-power-law-graphs.en.srt	SRT	3.21 KB
03_optional-lecture-3-power-law-graphs.en.txt	TXT	2.03 KB
03_optional-lecture-3-power-law-graphs.mp4	MP4	7.62 MB
04_optional-lecture-4-measuring-graph-evolution.en.srt	SRT	4.14 KB
04_optional-lecture-4-measuring-graph-evolution.en.txt	TXT	2.59 KB
04_optional-lecture-4-measuring-graph-evolution.mp4	MP4	9.33 MB
05_optional-lecture-5-eigenvector-centrality.en.srt	SRT	6.98 KB
05_optional-lecture-5-eigenvector-centrality.en.txt	TXT	4.27 KB
05_optional-lecture-5-eigenvector-centrality.mp4	MP4	16.95 MB
06_optional-lecture-6-key-player-problems.en.srt	SRT	3.22 KB
06_optional-lecture-6-key-player-problems.en.txt	TXT	2.07 KB
06_optional-lecture-6-key-player-problems.mp4	MP4	8.32 MB

04_graph-analytics-techniques

01_graph-analytics-with-neo4j

01_welcome-to-graph-analytics-techniques.en.srt	SRT	3.53 KB
01_welcome-to-graph-analytics-techniques.en.txt	TXT	2.35 KB
01_welcome-to-graph-analytics-techniques.mp4	MP4	7.49 MB
02_about-the-supplementary-resources_instructions.html	HTML	1.3 KB
02_about-the-supplementary-resources_neo4j_supplementary_resource_pdfs_v2.zip	ZIP	484.05 KB
03_downloading-installing-and-running-neo4j-supplementary-resources_deployment-requirements.html	HTML	67.3 KB
03_downloading-installing-and-running-neo4j-supplementary-resources_instructions.html	HTML	4.39 KB
04_hands-on-downloading-installing-and-running-neo4j.en.srt	SRT	7.92 KB
04_hands-on-downloading-installing-and-running-neo4j.en.txt	TXT	4.98 KB
04_hands-on-downloading-installing-and-running-neo4j.mp4	MP4	18.72 MB
05_getting-started-with-neo4j-supplementary-resources_instructions.html	HTML	4.76 KB
06_hands-on-getting-started-with-neo4j.en.srt	SRT	8.5 KB
06_hands-on-getting-started-with-neo4j.en.txt	TXT	5.35 KB
06_hands-on-getting-started-with-neo4j.mp4	MP4	15.89 MB
07_adding-to-and-modifying-a-graph-supplementary-resources_instructions.html	HTML	1.67 KB
08_hands-on-modifying-a-graph-with-neo4j.en.srt	SRT	9.57 KB
08_hands-on-modifying-a-graph-with-neo4j.en.txt	TXT	5.92 KB
08_hands-on-modifying-a-graph-with-neo4j.mp4	MP4	13.74 MB
09_download-datasets-used-in-this-graph-analytics-with-neo4j_instructions.html	HTML	1.17 KB
09_download-datasets-used-in-this-graph-analytics-with-neo4j_neo4j_module_datasets.zip	ZIP	8.29 MB
10_importing-data-into-neo4j-supplementary-resources_instructions.html	HTML	2.65 KB
11_hands-on-importing-data-into-neo4j.en.srt	SRT	16.38 KB
11_hands-on-importing-data-into-neo4j.en.txt	TXT	10.24 KB
11_hands-on-importing-data-into-neo4j.mp4	MP4	47.93 MB
12_faq_instructions.html	HTML	1.15 KB

02_basic-querying-path-analysis-and-centrality-analysis

01_basic-queries-in-neo4j-with-cypher-supplementary-resources_instructions.html	HTML	3 KB
02_hands-on-basic-queries-in-neo4j-with-cypher-part-1.en.srt	SRT	8.53 KB
02_hands-on-basic-queries-in-neo4j-with-cypher-part-1.en.txt	TXT	5.35 KB
02_hands-on-basic-queries-in-neo4j-with-cypher-part-1.mp4	MP4	13.54 MB
03_hands-on-basic-queries-in-neo4j-with-cypher-part-2.en.srt	SRT	8 KB
03_hands-on-basic-queries-in-neo4j-with-cypher-part-2.en.txt	TXT	4.92 KB
03_hands-on-basic-queries-in-neo4j-with-cypher-part-2.mp4	MP4	10.6 MB
04_path-analytics-in-neo4j-with-cypher-supplementary-resources_instructions.html	HTML	5.48 KB
05_hands-on-path-analytics-in-neo4j-using-cypher-part-1.en.srt	SRT	10.88 KB
05_hands-on-path-analytics-in-neo4j-using-cypher-part-1.en.txt	TXT	6.85 KB
05_hands-on-path-analytics-in-neo4j-using-cypher-part-1.mp4	MP4	16.28 MB
06_hands-on-path-analytics-in-neo4j-using-cypher-part-2.en.srt	SRT	14.02 KB
06_hands-on-path-analytics-in-neo4j-using-cypher-part-2.en.txt	TXT	8.83 KB
06_hands-on-path-analytics-in-neo4j-using-cypher-part-2.mp4	MP4	20.97 MB
07_connectivity-analytics-in-neo4j-with-cypher-supplementary-resources_instructions.html	HTML	3.13 KB
08_hands-on-connectivity-analytics-in-neo4j-with-cypher.en.srt	SRT	12.13 KB
08_hands-on-connectivity-analytics-in-neo4j-with-cypher.en.txt	TXT	7.72 KB
08_hands-on-connectivity-analytics-in-neo4j-with-cypher.mp4	MP4	17.98 MB

03_check-your-knowledge

01_assignment-practicing-graph-analytics-in-neo4j-with-cypher_gene_gene_associations_50k.zip	ZIP	258.78 KB
01_assignment-practicing-graph-analytics-in-neo4j-with-cypher_instructions.html	HTML	9.07 KB
01_assignment-practicing-graph-analytics-in-neo4j-with-cypher_module3_lesson1_lecture4_importing_data_into_neo4j.mp4	MP4	191.86 MB

04_supplementary-resources-to-support-this-module

	01_download-all-neo4j-supplementary-resources-pdfs_instructions.html	HTML	1.14 KB
	01_download-all-neo4j-supplementary-resources-pdfs_neo4j_supplementary_resource_pdfs_v2.zip	ZIP	484.05 KB

05_computing-platforms-for-graph-analytics

01_programming-model-for-graphs

01_introduction-large-scale-graph-processing.en.srt	SRT	1.97 KB
01_introduction-large-scale-graph-processing.en.txt	TXT	1.25 KB
01_introduction-large-scale-graph-processing.mp4	MP4	4.36 MB
02_a-parallel-programming-model-for-graphs.en.srt	SRT	14.17 KB
02_a-parallel-programming-model-for-graphs.en.txt	TXT	8.61 KB
02_a-parallel-programming-model-for-graphs.mp4	MP4	28.19 MB
03_pregel-the-system-that-changed-graph-processing.en.srt	SRT	9.04 KB
03_pregel-the-system-that-changed-graph-processing.en.txt	TXT	5.66 KB
03_pregel-the-system-that-changed-graph-processing.mp4	MP4	17.72 MB

02_giraph-and-graphx-programming-model-details

01_giraph-and-graphx.en.srt	SRT	12.1 KB
01_giraph-and-graphx.en.txt	TXT	7.46 KB
01_giraph-and-graphx.mp4	MP4	23.74 MB
02_beyond-single-vertex-computation.en.srt	SRT	6.55 KB
02_beyond-single-vertex-computation.en.txt	TXT	4.07 KB
02_beyond-single-vertex-computation.mp4	MP4	11.35 MB

03_examples-of-analytics-using-graphx

01_introduction-to-graphx-hands-on-demonstrations.en.srt	SRT	4.7 KB
01_introduction-to-graphx-hands-on-demonstrations.en.txt	TXT	2.95 KB
01_introduction-to-graphx-hands-on-demonstrations.mp4	MP4	9.01 MB
02_datasets-and-libraries-for-example-of-analytics-hands-on_ExamplesOfAnalytics.zip	ZIP	13.76 MB
02_datasets-and-libraries-for-example-of-analytics-hands-on_instructions.html	HTML	1.23 KB
03_download-all-of-the-readings-for-this-section-as-a-pdf_GraphX_Hands_On.pdf	PDF	477.31 KB
03_download-all-of-the-readings-for-this-section-as-a-pdf_instructions.html	HTML	1.3 KB
04_hands-on-building-a-graph.en.srt	SRT	9.77 KB
04_hands-on-building-a-graph.en.txt	TXT	6.12 KB
04_hands-on-building-a-graph.mp4	MP4	14.83 MB
05_hands-on-building-a-graph-reading_01_Hands_On_-_Building_a_Graph.md	MD	175.01 KB
05_hands-on-building-a-graph-reading_instructions.html	HTML	10.11 KB
06_hands-on-building-a-degree-histogram.en.srt	SRT	6.02 KB
06_hands-on-building-a-degree-histogram.en.txt	TXT	3.77 KB
06_hands-on-building-a-degree-histogram.mp4	MP4	7.38 MB
07_hands-on-building-a-degree-histogram-reading_instructions.html	HTML	5.38 KB
08_hands-on-plot-the-degree-histogram.en.srt	SRT	3.17 KB
08_hands-on-plot-the-degree-histogram.en.txt	TXT	2.02 KB
08_hands-on-plot-the-degree-histogram.mp4	MP4	4.7 MB
09_hands-on-plot-the-degree-histogram-reading_instructions.html	HTML	85.27 KB
10_hands-on-network-connectedness-and-clustering-components.en.srt	SRT	6.58 KB
10_hands-on-network-connectedness-and-clustering-components.en.txt	TXT	4.1 KB
10_hands-on-network-connectedness-and-clustering-components.mp4	MP4	10.81 MB
11_hands-on-network-connectedness-and-clustering-components-reading_instructions.html	HTML	483.36 KB
12_hands-on-joining-graph-datasets.en.srt	SRT	8.06 KB
12_hands-on-joining-graph-datasets.en.txt	TXT	4.98 KB
12_hands-on-joining-graph-datasets.mp4	MP4	12.37 MB
13_hands-on-joining-graph-datasets-reading_instructions.html	HTML	11.37 KB

big-data-integration-processing

01_welcome-to-big-data-integration-and-processing

01_why-big-data-integration-and-processing

01_what-is-in-this-course.en.srt	SRT	3.28 KB
01_what-is-in-this-course.en.txt	TXT	2.08 KB
01_what-is-in-this-course.mp4	MP4	19.1 MB
02_summary-of-big-data-modeling-and-management.en.srt	SRT	8.24 KB
02_summary-of-big-data-modeling-and-management.en.txt	TXT	5.26 KB
02_summary-of-big-data-modeling-and-management.mp4	MP4	17.87 MB
03_why-is-big-data-processing-different.en.srt	SRT	9.2 KB
03_why-is-big-data-processing-different.en.txt	TXT	5.86 KB
03_why-is-big-data-processing-different.mp4	MP4	19.8 MB
04_slides-summary-why-is-big-data-processing-different_SummaryOfBigDataModelingAndManagement.pdf	PDF	316.29 KB
04_slides-summary-why-is-big-data-processing-different_WhyIsBigDataProcessingDifferent.pdf	PDF	422.24 KB
04_slides-summary-why-is-big-data-processing-different_instructions.html	HTML	1.16 KB

02_hands-on-setting-up-your-software-environment

01_downloading-and-installing-the-cloudera-vm-instructions-windows_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
01_downloading-and-installing-the-cloudera-vm-instructions-windows_instructions.html	HTML	1.49 MB
02_downloading-and-installing-the-cloudera-vm-instructions-mac_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
02_downloading-and-installing-the-cloudera-vm-instructions-mac_instructions.html	HTML	2.61 MB
03_software-installation-frequently-asked-questions-faq_instructions.html	HTML	6.09 KB
04_instructions-for-downloading-hands-on-datasets_instructions.html	HTML	237.77 KB
05_instructions-for-starting-jupyter_instructions.html	HTML	152.91 KB

02_retrieving-big-data-part-1

01_querying-data-part-1

01_what-is-data-retrieval-part-1.en.srt	SRT	10.5 KB
01_what-is-data-retrieval-part-1.en.txt	TXT	6.61 KB
01_what-is-data-retrieval-part-1.mp4	MP4	23.31 MB
02_what-is-data-retrieval-part-2.en.srt	SRT	9.99 KB
02_what-is-data-retrieval-part-2.en.txt	TXT	6.23 KB
02_what-is-data-retrieval-part-2.mp4	MP4	20.61 MB
03_querying-two-relations.en.srt	SRT	9.73 KB
03_querying-two-relations.en.txt	TXT	6.11 KB
03_querying-two-relations.mp4	MP4	22.94 MB
04_subqueries.en.srt	SRT	9.67 KB
04_subqueries.en.txt	TXT	6.01 KB
04_subqueries.mp4	MP4	18.79 MB
05_slides-what-is-data-retrieval_What-is-Data-Retrieval.pdf	PDF	2.46 MB
05_slides-what-is-data-retrieval_instructions.html	HTML	1.03 KB

02_hands-on

01_querying-relational-data-with-postgres_functions-aggregate.html	HTML	33.92 KB
01_querying-relational-data-with-postgres_instructions.html	HTML	532.15 KB
02_querying-relational-data-with-postgres.en.srt	SRT	5.82 KB
02_querying-relational-data-with-postgres.en.txt	TXT	3.57 KB
02_querying-relational-data-with-postgres.mp4	MP4	15.72 MB

03_retrieving-big-data-part-2

01_querying-data-part-2

01_querying-json-data-with-mongodb.en.srt	SRT	19.75 KB
01_querying-json-data-with-mongodb.en.txt	TXT	12.34 KB
01_querying-json-data-with-mongodb.mp4	MP4	40.16 MB
02_aggregation-functions.en.srt	SRT	10.3 KB
02_aggregation-functions.en.txt	TXT	6.44 KB
02_aggregation-functions.mp4	MP4	21.56 MB
03_querying-aerospike.en.srt	SRT	7.5 KB
03_querying-aerospike.en.txt	TXT	4.69 KB
03_querying-aerospike.mp4	MP4	15.9 MB
04_slides-querying-data-part-2_Aggregation_Functions_and_Querying_Aerospike.pdf	PDF	1.86 MB
04_slides-querying-data-part-2_Querying_Data_Part_2.pdf	PDF	824.17 KB
04_slides-querying-data-part-2_instructions.html	HTML	1.16 KB

02_hands-on

01_querying-documents-in-mongodb_instructions.html	HTML	920.5 KB
02_querying-documents-in-mongodb.en.srt	SRT	6.41 KB
02_querying-documents-in-mongodb.en.txt	TXT	3.89 KB
02_querying-documents-in-mongodb.mp4	MP4	21.31 MB
03_exploring-pandas-dataframes_api.html	HTML	195 B
03_exploring-pandas-dataframes_instructions.html	HTML	721.83 KB
04_exploring-pandas-dataframes.en.srt	SRT	4.66 KB
04_exploring-pandas-dataframes.en.txt	TXT	2.81 KB
04_exploring-pandas-dataframes.mp4	MP4	9.12 MB

04_big-data-integration

01_information-integration

01_overview-of-information-integration.en.srt	SRT	22.74 KB
01_overview-of-information-integration.en.txt	TXT	14.33 KB
01_overview-of-information-integration.mp4	MP4	52.36 MB
02_a-data-integration-scenario.en.srt	SRT	16.17 KB
02_a-data-integration-scenario.en.txt	TXT	10.29 KB
02_a-data-integration-scenario.mp4	MP4	41.52 MB
03_integration-for-multichannel-customer-analytics.en.srt	SRT	8.73 KB
03_integration-for-multichannel-customer-analytics.en.txt	TXT	5.48 KB
03_integration-for-multichannel-customer-analytics.mp4	MP4	20.37 MB
04_slides-information-integration_InformationIntegration.pdf	PDF	4.37 MB
04_slides-information-integration_instructions.html	HTML	1.03 KB

02_industry-examples-for-big-data-integration-and-processing

01_big-data-management-and-processing-using-splunk-and-datameer.en.srt	SRT	1.15 KB
01_big-data-management-and-processing-using-splunk-and-datameer.en.txt	TXT	742 B
01_big-data-management-and-processing-using-splunk-and-datameer.mp4	MP4	5.66 MB
02_why-splunk.en.srt	SRT	5.25 KB
02_why-splunk.en.txt	TXT	3.23 KB
02_why-splunk.mp4	MP4	40.97 MB
03_connected-cars-with-fords-openxc-and-splunk.en.srt	SRT	3.7 KB
03_connected-cars-with-fords-openxc-and-splunk.en.txt	TXT	2.19 KB
03_connected-cars-with-fords-openxc-and-splunk.mp4	MP4	33.71 MB
04_big-data-management-and-processing-using-datameer.en.srt	SRT	22.29 KB
04_big-data-management-and-processing-using-datameer.en.txt	TXT	13.92 KB
04_big-data-management-and-processing-using-datameer.mp4	MP4	26.59 MB

03_hands-on-big-data-management-and-processing-using-splunk

01_downloading-splunk-enterprise_instructions.html	HTML	1.38 KB
02_installing-splunk-enterprise-on-windows.en.srt	SRT	3.05 KB
02_installing-splunk-enterprise-on-windows.en.txt	TXT	1.86 KB
02_installing-splunk-enterprise-on-windows.mp4	MP4	9.48 MB
03_installing-splunk-enterprise-on-linux.en.srt	SRT	4.61 KB
03_installing-splunk-enterprise-on-linux.en.txt	TXT	2.76 KB
03_installing-splunk-enterprise-on-linux.mp4	MP4	14.11 MB
04_exploring-splunk-queries_census.zip	ZIP	966.1 KB
04_exploring-splunk-queries_instructions.html	HTML	870.03 KB
05_exploring-splunk-queries.en.srt	SRT	4.49 KB
05_exploring-splunk-queries.en.txt	TXT	2.64 KB
05_exploring-splunk-queries.mp4	MP4	12.7 MB
06_optional-instructions-for-splunk-pivot-tutorial_instructions.html	HTML	1.57 KB
07_optional-creating-pivot-reports-in-splunk.en.srt	SRT	9.28 KB
07_optional-creating-pivot-reports-in-splunk.en.txt	TXT	5.63 KB
07_optional-creating-pivot-reports-in-splunk.mp4	MP4	12.59 MB

05_processing-big-data

01_big-data-pipelines-and-high-level-operations-for-big-data-processing

01_big-data-processing-pipelines.en.srt	SRT	7.96 KB
01_big-data-processing-pipelines.en.txt	TXT	4.98 KB
01_big-data-processing-pipelines.mp4	MP4	17.48 MB
02_some-high-level-processing-operations-in-big-data-pipelines.en.srt	SRT	8.48 KB
02_some-high-level-processing-operations-in-big-data-pipelines.en.txt	TXT	5.44 KB
02_some-high-level-processing-operations-in-big-data-pipelines.mp4	MP4	24.93 MB
03_aggregation-operations-in-big-data-pipelines.en.srt	SRT	5.32 KB
03_aggregation-operations-in-big-data-pipelines.en.txt	TXT	3.37 KB
03_aggregation-operations-in-big-data-pipelines.mp4	MP4	12.19 MB
04_typical-analytical-operations-in-big-data-pipelines.en.srt	SRT	12.6 KB
04_typical-analytical-operations-in-big-data-pipelines.en.txt	TXT	8.09 KB
04_typical-analytical-operations-in-big-data-pipelines.mp4	MP4	27.16 MB
05_big-data-processing-pipelines-slides_Aggregation_Operations_in_Big_Data_Pipelines.pdf	PDF	167.74 KB
05_big-data-processing-pipelines-slides_BigDataProcessingPipelines.pdf	PDF	363.95 KB
05_big-data-processing-pipelines-slides_Some_High-Level_Processing_Operations_in_Big_Data_Pipelines.pdf	PDF	746.37 KB
05_big-data-processing-pipelines-slides_Typical_Analytical_Operations.pdf	PDF	3.03 MB
05_big-data-processing-pipelines-slides_instructions.html	HTML	1.42 KB

02_big-data-processing-tools-and-systems

01_overview-of-big-data-processing-systems.en.srt	SRT	8.51 KB
01_overview-of-big-data-processing-systems.en.txt	TXT	5.5 KB
01_overview-of-big-data-processing-systems.mp4	MP4	21.54 MB
02_big-data-workflow-management_instructions.html	HTML	4.23 KB
03_the-integration-and-processing-layer.en.srt	SRT	10.23 KB
03_the-integration-and-processing-layer.en.txt	TXT	6.58 KB
03_the-integration-and-processing-layer.mp4	MP4	25.45 MB
04_introduction-to-apache-spark.en.srt	SRT	9.89 KB
04_introduction-to-apache-spark.en.txt	TXT	6.37 KB
04_introduction-to-apache-spark.mp4	MP4	22.89 MB
05_getting-started-with-spark.en.srt	SRT	11.32 KB
05_getting-started-with-spark.en.txt	TXT	7.12 KB
05_getting-started-with-spark.mp4	MP4	25.59 MB
06_slides-for-big-data-processing-tools-and-systems_GettingStartedWithSpark.pdf	PDF	406.14 KB
06_slides-for-big-data-processing-tools-and-systems_IntroductionToApacheSpark.pdf	PDF	110.5 KB
06_slides-for-big-data-processing-tools-and-systems_OverviewOfBigDataProcessingSystems.pdf	PDF	1.23 MB
06_slides-for-big-data-processing-tools-and-systems_instructions.html	HTML	1.26 KB

03_hands-on-lets-try-spark

01_wordcount-in-spark_Spark_WordCount.ipynb	IPYNB	145.8 KB
01_wordcount-in-spark_instructions.html	HTML	256.54 KB
02_wordcount-in-spark.en.srt	SRT	6.83 KB
02_wordcount-in-spark.en.txt	TXT	3.98 KB
02_wordcount-in-spark.mp4	MP4	14.56 MB

06_big-data-analytics-using-spark

01_programming-in-spark

01_spark-core-programming-in-spark-using-rdds-in-pipelines.en.srt	SRT	6.69 KB
01_spark-core-programming-in-spark-using-rdds-in-pipelines.en.txt	TXT	4.25 KB
01_spark-core-programming-in-spark-using-rdds-in-pipelines.mp4	MP4	16.62 MB
02_spark-core-transformations.en.srt	SRT	12 KB
02_spark-core-transformations.en.txt	TXT	7.6 KB
02_spark-core-transformations.mp4	MP4	27.65 MB
03_spark-core-actions.en.srt	SRT	2.93 KB
03_spark-core-actions.en.txt	TXT	1.88 KB
03_spark-core-actions.mp4	MP4	7.68 MB
04_slides-for-module-5-lesson-1_SparkCORE-Actions.pdf	PDF	206.64 KB
04_slides-for-module-5-lesson-1_SparkCORE-ProgrammingInSpark.pdf	PDF	201.77 KB
04_slides-for-module-5-lesson-1_SparkCORE-Transformations.pdf	PDF	246.48 KB
04_slides-for-module-5-lesson-1_instructions.html	HTML	1.25 KB

02_main-modules-in-the-spark-ecosystem

01_spark-sql.en.srt	SRT	2.92 KB
01_spark-sql.en.txt	TXT	1.83 KB
01_spark-sql.mp4	MP4	7.47 MB
02_spark-streaming.en.srt	SRT	3.14 KB
02_spark-streaming.en.txt	TXT	1.89 KB
02_spark-streaming.mp4	MP4	10.41 MB
03_spark-mllib.en.srt	SRT	5.79 KB
03_spark-mllib.en.txt	TXT	3.58 KB
03_spark-mllib.mp4	MP4	13.32 MB
04_spark-graphx.en.srt	SRT	2.75 KB
04_spark-graphx.en.txt	TXT	1.67 KB
04_spark-graphx.mp4	MP4	7.64 MB
05_slides-for-module-5-lesson-2_SparkGraphX.pdf	PDF	115.78 KB
05_slides-for-module-5-lesson-2_SparkMLLib.pdf	PDF	189.26 KB
05_slides-for-module-5-lesson-2_SparkSQL.pdf	PDF	268.94 KB
05_slides-for-module-5-lesson-2_SparkStreaming.pdf	PDF	154.68 KB
05_slides-for-module-5-lesson-2_instructions.html	HTML	1.3 KB

03_hands-on-data-processing-in-spark

01_exploring-sparksql-and-spark-dataframes_instructions.html	HTML	805.96 KB
02_exploring-sparksql-and-spark-dataframes.en.srt	SRT	6.04 KB
02_exploring-sparksql-and-spark-dataframes.en.txt	TXT	3.46 KB
02_exploring-sparksql-and-spark-dataframes.mp4	MP4	11.64 MB
03_instructions-for-configuring-virtualbox-for-spark-streaming_instructions.html	HTML	107.14 KB
04_analyzing-sensor-data-with-spark-streaming_instructions.html	HTML	713.04 KB
05_analyzing-sensor-data-with-spark-streaming.en.srt	SRT	7.67 KB
05_analyzing-sensor-data-with-spark-streaming.en.txt	TXT	4.46 KB
05_analyzing-sensor-data-with-spark-streaming.mp4	MP4	12.2 MB

07_learn-by-doing-putting-mongodb-and-spark-to-work

01_assignment-querying-and-exporting-from-mongodb

01_lets-analyze-soccer-tweets_instructions.html	HTML	1.88 KB
02_expressing-analytical-questions-as-mongodb-queries_instructions.html	HTML	2.38 KB
03_exporting-data-from-mongodb-to-a-csv-file_instructions.html	HTML	3.06 KB

02_assignment-analysis-using-spark

	01_analyzing-tweets-about-countries_instructions.html	HTML	678.25 KB
	01_analyzing-tweets-about-countries_setupWeek3.sh	SH	154.57 KB

big-data-introduction

01_welcome

01_getting-to-know-us

01_welcome-to-the-big-data-specialization.en.srt	SRT	3.63 KB
01_welcome-to-the-big-data-specialization.en.txt	TXT	2.31 KB
01_welcome-to-the-big-data-specialization.mp4	MP4	20.04 MB
02_by-the-end-of-this-course-you-will-be-able-to_instructions.html	HTML	1.76 KB
03_optional-watch-this-fun-video-about-the-san-diego-supercomputer-center_instructions.html	HTML	1.33 KB

02_getting-to-know-you

01_tell-us-about-yourself-and-learn-about-your-classmates.en.srt	SRT	500 B
01_tell-us-about-yourself-and-learn-about-your-classmates.en.txt	TXT	336 B
01_tell-us-about-yourself-and-learn-about-your-classmates.mp4	MP4	291.61 KB

02_big-data-why-and-where

01_why-big-data

01_what-launched-the-big-data-era.en.srt	SRT	3.51 KB
01_what-launched-the-big-data-era.en.txt	TXT	2.19 KB
01_what-launched-the-big-data-era.mp4	MP4	10.93 MB
02_applications-what-makes-big-data-valuable.en.srt	SRT	13.35 KB
02_applications-what-makes-big-data-valuable.en.txt	TXT	8.23 KB
02_applications-what-makes-big-data-valuable.mp4	MP4	32.49 MB
03_example-saving-lives-with-big-data.en.srt	SRT	7.31 KB
03_example-saving-lives-with-big-data.en.txt	TXT	4.63 KB
04_example-using-big-data-to-help-patients.en.srt	SRT	13.47 KB
04_example-using-big-data-to-help-patients.en.txt	TXT	8.42 KB
04_example-using-big-data-to-help-patients.mp4	MP4	34.9 MB
05_a-sentiment-analysis-success-story-meltwater-helping-danone.en.srt	SRT	1.82 KB
05_a-sentiment-analysis-success-story-meltwater-helping-danone.en.txt	TXT	1.14 KB
05_a-sentiment-analysis-success-story-meltwater-helping-danone.mp4	MP4	5.33 MB
06_did-you-know-25-facts-about-big-data_instructions.html	HTML	1.38 KB
07_slides-what-launched-the-big-data-era_WhatLaunchedTheBigDataEra-Altintas-Final.pdf	PDF	22.02 MB
07_slides-what-launched-the-big-data-era_instructions.html	HTML	1.22 KB
08_slides-applications-what-makes-big-data-valuable_Applications-Altintas-Final.pdf	PDF	9.97 MB
08_slides-applications-what-makes-big-data-valuable_instructions.html	HTML	1.22 KB
09_slides-saving-lives-with-big-data_WIFIRE-Altintas-Final.pdf	PDF	12.86 MB
09_slides-saving-lives-with-big-data_instructions.html	HTML	1.03 KB
10_slides-using-big-data-to-help-patients_Precision-Medicine-Gupta-FinalBM2_1_1.pdf	PDF	10.69 MB
10_slides-using-big-data-to-help-patients_instructions.html	HTML	1.05 KB

02_big-data-where-does-it-come-from

01_getting-started-where-does-big-data-come-from.en.srt	SRT	2.84 KB
01_getting-started-where-does-big-data-come-from.en.txt	TXT	1.75 KB
01_getting-started-where-does-big-data-come-from.mp4	MP4	7.75 MB
02_machine-generated-data-its-everywhere-and-theres-a-lot.en.srt	SRT	3.99 KB
02_machine-generated-data-its-everywhere-and-theres-a-lot.en.txt	TXT	2.47 KB
02_machine-generated-data-its-everywhere-and-theres-a-lot.mp4	MP4	11.22 MB
02_machine-generated-data-its-everywhere-and-theres-a-lot_MachineGeneratedData-Part1-Altintas-Final.pdf	PDF	23.94 MB
03_machine-generated-data-advantages.en.srt	SRT	4.78 KB
03_machine-generated-data-advantages.en.txt	TXT	3.13 KB
03_machine-generated-data-advantages.mp4	MP4	13.13 MB
04_big-data-generated-by-people-the-unstructured-challenge.en.srt	SRT	5.34 KB
04_big-data-generated-by-people-the-unstructured-challenge.en.txt	TXT	3.36 KB
04_big-data-generated-by-people-the-unstructured-challenge.mp4	MP4	14.72 MB
05_big-data-generated-by-people-how-is-it-being-used.en.srt	SRT	11.1 KB
05_big-data-generated-by-people-how-is-it-being-used.en.txt	TXT	7.08 KB
05_big-data-generated-by-people-how-is-it-being-used.mp4	MP4	27.01 MB
06_organization-generated-data-structured-but-often-siloed.en.srt	SRT	7.62 KB
06_organization-generated-data-structured-but-often-siloed.en.txt	TXT	4.81 KB
06_organization-generated-data-structured-but-often-siloed.mp4	MP4	19.04 MB
07_organization-generated-data-benefits-come-from-combining-with-other-data-types.en.srt	SRT	4.48 KB
07_organization-generated-data-benefits-come-from-combining-with-other-data-types.en.txt	TXT	2.8 KB
07_organization-generated-data-benefits-come-from-combining-with-other-data-types.mp4	MP4	12.08 MB
08_the-key-integrating-diverse-data.en.srt	SRT	6 KB
08_the-key-integrating-diverse-data.en.txt	TXT	3.82 KB
08_the-key-integrating-diverse-data.mp4	MP4	14.96 MB

03_check-your-knowledge

	01_why-big-data-and-where-did-it-come-from_exam.html	HTML	15.82 KB
	02_extra-resources_instructions.html	HTML	1.54 KB

04_supplementary-resources-slides

01_slides-machine-generated-data-its-everywhere-and-theres-a-lot_MachineGeneratedData-Part1-Altintas-Final.pdf	PDF	23.94 MB
01_slides-machine-generated-data-its-everywhere-and-theres-a-lot_instructions.html	HTML	1.05 KB
02_slides-machine-generated-data-advantages_MachineGeneratedData-Part2-Altintas-Final.pdf	PDF	43.23 MB
02_slides-machine-generated-data-advantages_instructions.html	HTML	1.05 KB
03_slides-big-data-generated-by-people-the-unstructured-challenge_PeopleGeneratedData-Part1-Altintas-Final.pdf	PDF	6.02 MB
03_slides-big-data-generated-by-people-the-unstructured-challenge_instructions.html	HTML	1.05 KB
04_slides-big-data-generated-by-people-how-is-it-being-used_PeopleGeneratedData-Part2-Altintas-Final.pdf	PDF	17.06 MB
04_slides-big-data-generated-by-people-how-is-it-being-used_instructions.html	HTML	1.05 KB
05_slides-organization-generated-big-data-structured-but-often-siloed_OrganizationGeneratedData-Part1-Altintas-Final.pdf	PDF	645.87 KB
05_slides-organization-generated-big-data-structured-but-often-siloed_instructions.html	HTML	1.05 KB
06_slides-organizaton-generated-big-data-benefits_OrganizationGeneratedData-Part2-Altintas-Final.pdf	PDF	1.48 MB
06_slides-organizaton-generated-big-data-benefits_instructions.html	HTML	1.05 KB
07_slides-the-key-integrating-diverse-data_TheKeyIsIntegratingDiverseData-Altintas-Final.pdf	PDF	5.72 MB
07_slides-the-key-integrating-diverse-data_instructions.html	HTML	1.05 KB

03_characteristics-of-big-data-and-dimensions-of-scalability

01_characteristics-of-big-data

01_getting-started-characteristics-of-big-data.en.srt	SRT	3.42 KB
01_getting-started-characteristics-of-big-data.en.txt	TXT	2.13 KB
01_getting-started-characteristics-of-big-data.mp4	MP4	9.66 MB
02_characteristics-of-big-data-volume.en.srt	SRT	6.51 KB
02_characteristics-of-big-data-volume.en.txt	TXT	4.06 KB
02_characteristics-of-big-data-volume.mp4	MP4	16.53 MB
03_what-does-astronomical-scale-mean_instructions.html	HTML	1.37 KB
04_characteristics-of-big-data-variety.en.srt	SRT	6.66 KB
04_characteristics-of-big-data-variety.en.txt	TXT	4.11 KB
04_characteristics-of-big-data-variety.mp4	MP4	17.05 MB
05_characteristics-of-big-data-velocity.en.srt	SRT	7.78 KB
05_characteristics-of-big-data-velocity.en.txt	TXT	4.84 KB
05_characteristics-of-big-data-velocity.mp4	MP4	17.14 MB
06_characteristics-of-big-data-veracity.en.srt	SRT	6.71 KB
06_characteristics-of-big-data-veracity.en.txt	TXT	4.17 KB
06_characteristics-of-big-data-veracity.mp4	MP4	16.16 MB
07_characteristics-of-big-data-valence.en.srt	SRT	3.36 KB
07_characteristics-of-big-data-valence.en.txt	TXT	2.11 KB
07_characteristics-of-big-data-valence.mp4	MP4	10.19 MB
08_the-sixth-v-value.en.srt	SRT	4.69 KB
08_the-sixth-v-value.en.txt	TXT	2.98 KB
08_the-sixth-v-value.mp4	MP4	10.45 MB
09_a-small-definition-of-big-data_instructions.html	HTML	4.69 KB

02_check-your-knowledge

01_v-for-the-v-s-of-big-data_exam.html

HTML

6.58 KB

03_supplementary-resources-slides

01_slides-getting-started-characteristics-of-big-data_CharacteristicsOfBigData-Altintas-Final.pdf	PDF	2.94 MB
01_slides-getting-started-characteristics-of-big-data_instructions.html	HTML	1.05 KB
02_slides-characteristics-of-big-data-volume_Volume-Altintas-Final.pdf	PDF	2.55 MB
02_slides-characteristics-of-big-data-volume_instructions.html	HTML	1.03 KB
03_slides-characteristics-of-big-data-variety_Scalability-Variety.pdf	PDF	2.48 MB
03_slides-characteristics-of-big-data-variety_instructions.html	HTML	1.03 KB
04_slides-characteristics-of-big-data-velocity_Velocity-Altintas-Final.pdf	PDF	6.71 MB
04_slides-characteristics-of-big-data-velocity_instructions.html	HTML	1.03 KB
05_slides-characteristics-of-big-data-veracity_Veracity-Altintas-Final.pdf	PDF	1.57 MB
05_slides-characteristics-of-big-data-veracity_instructions.html	HTML	1.04 KB
06_slides-characteristics-of-big-data-value_Value-Altintas-Final.pdf	PDF	23.82 MB
06_slides-characteristics-of-big-data-value_instructions.html	HTML	1.03 KB
07_slides-characteristics-of-big-data-valence_Scalability-Valence.pdf	PDF	37.84 MB
07_slides-characteristics-of-big-data-valence_instructions.html	HTML	1.03 KB

04_data-science-getting-value-out-of-big-data

01_defining-the-question

01_data-science-getting-value-out-of-big-data.en.srt	SRT	6.29 KB
01_data-science-getting-value-out-of-big-data.en.txt	TXT	3.98 KB
01_data-science-getting-value-out-of-big-data.mp4	MP4	17.32 MB
02_building-a-big-data-strategy.en.srt	SRT	10.18 KB
02_building-a-big-data-strategy.en.txt	TXT	6.33 KB
02_building-a-big-data-strategy.mp4	MP4	25.69 MB
03_how-does-big-data-science-happen-five-components-of-data-science.en.srt	SRT	10.19 KB
03_how-does-big-data-science-happen-five-components-of-data-science.en.txt	TXT	6.44 KB
03_how-does-big-data-science-happen-five-components-of-data-science.mp4	MP4	26.43 MB
04_five-p-s-of-data-science_instructions.html	HTML	5.04 KB
05_asking-the-right-questions.en.srt	SRT	3.49 KB
05_asking-the-right-questions.en.txt	TXT	2.14 KB
05_asking-the-right-questions.mp4	MP4	8.27 MB

02_the-process-of-data-analysis

01_steps-in-the-data-science-process.en.srt	SRT	4.01 KB
01_steps-in-the-data-science-process.en.txt	TXT	2.56 KB
01_steps-in-the-data-science-process.mp4	MP4	12.09 MB
02_step-1-acquiring-data.en.srt	SRT	6.59 KB
02_step-1-acquiring-data.en.txt	TXT	4.21 KB
02_step-1-acquiring-data.mp4	MP4	15.11 MB
03_step-2-a-exploring-data.en.srt	SRT	4.49 KB
03_step-2-a-exploring-data.en.txt	TXT	2.87 KB
03_step-2-a-exploring-data.mp4	MP4	10.17 MB
04_step-2-b-pre-processing-data.en.srt	SRT	9.1 KB
04_step-2-b-pre-processing-data.en.txt	TXT	5.65 KB
04_step-2-b-pre-processing-data.mp4	MP4	19.25 MB
05_step-3-analyzing-data.en.srt	SRT	10.69 KB
05_step-3-analyzing-data.en.txt	TXT	6.7 KB
05_step-3-analyzing-data.mp4	MP4	20.36 MB
06_step-4-communicating-results.en.srt	SRT	4.64 KB
06_step-4-communicating-results.en.txt	TXT	2.85 KB
06_step-4-communicating-results.mp4	MP4	10.68 MB
07_step-5-turning-insights-into-action.en.srt	SRT	3.3 KB
07_step-5-turning-insights-into-action.en.txt	TXT	2.08 KB
07_step-5-turning-insights-into-action.mp4	MP4	7.71 MB

03_check-your-knowledge

01_data-science-101_exam.html

HTML

8.89 KB

04_supplementary-resources-slides

01_slides-getting-value-out-of-big-data_0A.DataScience-GettingValueOutOfBigData-Altintas.pdf	PDF	31.36 MB
01_slides-getting-value-out-of-big-data_instructions.html	HTML	1.05 KB
02_slides-building-a-big-data-strategy_1A.BuildingABigDataStrategy-Altintas.pdf	PDF	1.21 MB
02_slides-building-a-big-data-strategy_instructions.html	HTML	1.04 KB
03_slides-the-five-p-s-of-data-science_1B.5PsOfDataScience-Altintas.pdf	PDF	1.63 MB
03_slides-the-five-p-s-of-data-science_instructions.html	HTML	1.04 KB
04_slides-asking-the-right-questions_2.AskingTheRightQuestion-Altintas.pdf	PDF	18.95 MB
04_slides-asking-the-right-questions_instructions.html	HTML	1.04 KB
05_slides-steps-in-the-data-science-process_3.IntroducingThe6StepProcess-Altintas.pdf	PDF	1.26 MB
05_slides-steps-in-the-data-science-process_instructions.html	HTML	1.04 KB
06_slides-step-1-acquiring-data_4.Step1-AccessingAndRetrievingData-Altintas.pdf	PDF	6.32 MB
06_slides-step-1-acquiring-data_instructions.html	HTML	1.05 KB
07_slides-step-2a-exploring-data_5.Step2A-ExploringData-Altintas.pdf	PDF	737.94 KB
07_slides-step-2a-exploring-data_instructions.html	HTML	1.04 KB
08_slides-step-2b-preprocessing-data_6.Step2B-PreprocessingData-Altintas.pdf	PDF	869.2 KB
08_slides-step-2b-preprocessing-data_instructions.html	HTML	1.04 KB
09_slides-step-3-data-analysis_7.Step3-DataAnalysis-Altintas.pdf	PDF	2.81 MB
09_slides-step-3-data-analysis_instructions.html	HTML	1.04 KB
10_slides-step-4-communicating-results_8.Step4-ReportingInsights-Altintas.pdf	PDF	1.05 MB
10_slides-step-4-communicating-results_instructions.html	HTML	1.04 KB
11_slides-step-5-turning-insights-into-action_9.Step6-TurningInsightsIntoAction-Altintas.pdf	PDF	359.22 KB
11_slides-step-5-turning-insights-into-action_instructions.html	HTML	1.05 KB

05_foundations-for-big-data-systems-and-programming

01_basic-scalable-computing-concepts

01_getting-started-why-worry-about-foundations.en.srt	SRT	1.31 KB
01_getting-started-why-worry-about-foundations.en.txt	TXT	837 B
01_getting-started-why-worry-about-foundations.mp4	MP4	3.41 MB
02_what-is-a-distributed-file-system.en.srt	SRT	8.01 KB
02_what-is-a-distributed-file-system.en.txt	TXT	5.03 KB
02_what-is-a-distributed-file-system.mp4	MP4	17.08 MB
03_scalable-computing-over-the-internet.en.srt	SRT	4.53 KB
03_scalable-computing-over-the-internet.en.txt	TXT	2.88 KB
03_scalable-computing-over-the-internet.mp4	MP4	10.58 MB
04_programming-models-for-big-data.en.srt	SRT	8.67 KB
04_programming-models-for-big-data.en.txt	TXT	5.46 KB
04_programming-models-for-big-data.mp4	MP4	17.44 MB

02_check-your-knowledge

01_foundations-for-big-data_exam.html

HTML

4.77 KB

03_supplementary-resources-slides

01_slides-getting-started-why-worry-about-foundations_GettingStarted-WhyDoYouNeedFoundations-Altintas.pdf	PDF	288.21 KB
01_slides-getting-started-why-worry-about-foundations_instructions.html	HTML	1.05 KB
02_slides-what-is-a-distributed-file-system_WhatIsADistributedFileSystem-Altintas.pdf	PDF	5.09 MB
02_slides-what-is-a-distributed-file-system_instructions.html	HTML	1.04 KB
03_slides-scalable-computing-over-the-internet_ScalableComputingOverTheInternet-Altintas.pdf	PDF	1.83 MB
03_slides-scalable-computing-over-the-internet_instructions.html	HTML	1.05 KB
04_slides-programming-models-for-big-data_4.ProgrammingModelsForBigData-Altintas-FINAL.pdf	PDF	3.69 MB
04_slides-programming-models-for-big-data_instructions.html	HTML	1.05 KB

06_systems-getting-started-with-hadoop

01_getting-started-with-hadoop

01_hadoop-why-where-and-who.en.srt	SRT	3.93 KB
01_hadoop-why-where-and-who.en.txt	TXT	2.35 KB
01_hadoop-why-where-and-who.mp4	MP4	10.48 MB
02_the-hadoop-ecosystem-welcome-to-the-zoo.en.srt	SRT	7.33 KB
02_the-hadoop-ecosystem-welcome-to-the-zoo.en.txt	TXT	4.58 KB
02_the-hadoop-ecosystem-welcome-to-the-zoo.mp4	MP4	20.37 MB
03_the-hadoop-distributed-file-system-a-storage-system-for-big-data.en.srt	SRT	6.96 KB
03_the-hadoop-distributed-file-system-a-storage-system-for-big-data.en.txt	TXT	4.21 KB
03_the-hadoop-distributed-file-system-a-storage-system-for-big-data.mp4	MP4	17.73 MB
04_yarn-a-resource-manager-for-hadoop.en.srt	SRT	5.59 KB
04_yarn-a-resource-manager-for-hadoop.en.txt	TXT	3.51 KB
04_yarn-a-resource-manager-for-hadoop.mp4	MP4	12.6 MB
05_mapreduce-simple-programming-for-big-results.en.srt	SRT	13.09 KB
05_mapreduce-simple-programming-for-big-results.en.txt	TXT	8.1 KB
05_mapreduce-simple-programming-for-big-results.mp4	MP4	33.3 MB
06_mapreduce-in-the-pasta-sauce-example_instructions.html	HTML	562.99 KB
07_when-to-reconsider-hadoop.en.srt	SRT	5.25 KB
07_when-to-reconsider-hadoop.en.txt	TXT	3.26 KB
07_when-to-reconsider-hadoop.mp4	MP4	13.19 MB
08_cloud-computing-an-important-big-data-enabler.en.srt	SRT	8.22 KB
08_cloud-computing-an-important-big-data-enabler.en.txt	TXT	5.04 KB
08_cloud-computing-an-important-big-data-enabler.mp4	MP4	17.43 MB
09_cloud-service-models-an-exploration-of-choices.en.srt	SRT	4.76 KB
09_cloud-service-models-an-exploration-of-choices.en.txt	TXT	3.04 KB
09_cloud-service-models-an-exploration-of-choices.mp4	MP4	11.36 MB
10_value-from-hadoop-and-pre-built-hadoop-images.en.srt	SRT	4.25 KB
10_value-from-hadoop-and-pre-built-hadoop-images.en.txt	TXT	2.67 KB
10_value-from-hadoop-and-pre-built-hadoop-images.mp4	MP4	11.52 MB
11_slides-for-getting-started-with-hadoop_CloudComputing.pdf	PDF	1.27 MB
11_slides-for-getting-started-with-hadoop_CloudServiceModels.pdf	PDF	318.39 KB
11_slides-for-getting-started-with-hadoop_HDFS.pdf	PDF	457.44 KB
11_slides-for-getting-started-with-hadoop_HadoopEcosystem.pdf	PDF	970.33 KB
11_slides-for-getting-started-with-hadoop_MapReduce.pdf	PDF	677.05 KB
11_slides-for-getting-started-with-hadoop_PreBuiltHadoopImages.pdf	PDF	543.36 KB
11_slides-for-getting-started-with-hadoop_When2ReconsiderHadoop.pdf	PDF	802.76 KB
11_slides-for-getting-started-with-hadoop_WhyHadoop.pdf	PDF	603.43 KB
11_slides-for-getting-started-with-hadoop_Yarn.pdf	PDF	998.14 KB
11_slides-for-getting-started-with-hadoop_instructions.html	HTML	1.8 KB

02_check-your-knowledge

	01_intro-to-hadoop_exam.html	HTML	9.89 KB
	02_understand-by-doing-mapreduce_peer_assignment_instructions.html	HTML	99.27 KB

03_hands-on-downloading-and-installing-hadoop

01_downloading-and-installing-the-cloudera-vm-instructions-mac_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
01_downloading-and-installing-the-cloudera-vm-instructions-mac_instructions.html	HTML	2.57 MB
02_downloading-and-installing-the-cloudera-vm-instructions-windows_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
02_downloading-and-installing-the-cloudera-vm-instructions-windows_instructions.html	HTML	1.45 MB
03_faq_instructions.html	HTML	1.76 KB

04_hands-on-running-your-first-application-on-hadoop

01_copy-your-data-into-the-hadoop-distributed-file-system-hdfs-instructions_instructions.html	HTML	790.42 KB
01_copy-your-data-into-the-hadoop-distributed-file-system-hdfs-instructions_t8.shakespeare.txt	TXT	5.21 MB
02_copy-your-data-into-the-hadoop-distributed-file-system-hdfs.en.srt	SRT	4.45 KB
02_copy-your-data-into-the-hadoop-distributed-file-system-hdfs.en.txt	TXT	2.8 KB
02_copy-your-data-into-the-hadoop-distributed-file-system-hdfs.mp4	MP4	9.87 MB
03_run-the-wordcount-program-instructions_instructions.html	HTML	1.1 MB
04_run-the-wordcount-program.en.srt	SRT	5.49 KB
04_run-the-wordcount-program.en.txt	TXT	3.31 KB
04_run-the-wordcount-program.mp4	MP4	10.56 MB

05_hands-on-check-your-knowledge

01_running-hadoop-mapreduce-programs-quiz_exam.html

HTML

2.37 KB

06_hands-on-optional-materials

01_how-do-i-figure-out-how-to-run-hadoop-mapreduce-programs_instructions.html

HTML

669.03 KB

big-data-machine-learning

01_welcome

01_machine-learning-with-big-data

01_welcome-to-machine-learning-with-big-data.en.srt	SRT	5.17 KB
01_welcome-to-machine-learning-with-big-data.en.txt	TXT	3.23 KB
01_welcome-to-machine-learning-with-big-data.mp4	MP4	22.85 MB
02_summary-of-big-data-integration-and-processing.en.srt	SRT	11.88 KB
02_summary-of-big-data-integration-and-processing.en.txt	TXT	7.62 KB
02_summary-of-big-data-integration-and-processing.mp4	MP4	31.33 MB

02_introduction-to-machine-learning-with-big-data

01_machine-learning-overview-and-applications

01_machine-learning-overview.en.srt	SRT	12.37 KB
01_machine-learning-overview.en.txt	TXT	7.9 KB
01_machine-learning-overview.mp4	MP4	21.24 MB
02_categories-of-machine-learning-techniques.en.srt	SRT	11.11 KB
02_categories-of-machine-learning-techniques.en.txt	TXT	6.91 KB
02_categories-of-machine-learning-techniques.mp4	MP4	21.95 MB
03_slides-machine-learning-overview-and-applications_instructions.html	HTML	1.63 KB

02_machine-learning-process

01_machine-learning-process.en.srt	SRT	4.99 KB
01_machine-learning-process.en.txt	TXT	3.18 KB
01_machine-learning-process.mp4	MP4	9.87 MB
02_goals-and-activities-in-the-machine-learning-process.en.srt	SRT	15.06 KB
02_goals-and-activities-in-the-machine-learning-process.en.txt	TXT	9.5 KB
02_goals-and-activities-in-the-machine-learning-process.mp4	MP4	22.03 MB
03_crisp-dm.en.srt	SRT	6.86 KB
03_crisp-dm.en.txt	TXT	4.21 KB
03_crisp-dm.mp4	MP4	11.33 MB

03_scalability-and-tools

01_scaling-up-machine-learning-algorithms.en.srt	SRT	5.62 KB
01_scaling-up-machine-learning-algorithms.en.txt	TXT	3.54 KB
01_scaling-up-machine-learning-algorithms.mp4	MP4	19.76 MB
02_tools-used-in-this-course.en.srt	SRT	6.69 KB
02_tools-used-in-this-course.en.txt	TXT	4.24 KB
02_tools-used-in-this-course.mp4	MP4	11.79 MB

04_hands-on-setting-up-your-software-environment

01_downloading-installing-and-using-knime_Example_Workflow.zip	ZIP	36.28 KB
01_downloading-installing-and-using-knime_KNIME_quickstart.pdf	PDF	898.7 KB
01_downloading-installing-and-using-knime_instructions.html	HTML	6.01 MB
01_downloading-installing-and-using-knime_iris.csv	CSV	4.51 KB
02_downloading-and-installing-the-cloudera-vm-instructions-windows_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
02_downloading-and-installing-the-cloudera-vm-instructions-windows_instructions.html	HTML	1.49 MB
03_downloading-and-installing-the-cloudera-vm-instructions-mac_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
03_downloading-and-installing-the-cloudera-vm-instructions-mac_instructions.html	HTML	2.61 MB
04_instructions-for-downloading-hands-on-datasets_instructions.html	HTML	242.58 KB
05_instructions-for-starting-jupyter_instructions.html	HTML	148.07 KB
06_pdfs-of-readings-for-week-1-hands-on_DownloadingInstallingandUsingKNIME.pdf	PDF	2.64 MB
06_pdfs-of-readings-for-week-1-hands-on_DownloadingandInstallingtheClouderaVMInstructionsMac.pdf	PDF	386.15 KB
06_pdfs-of-readings-for-week-1-hands-on_DownloadingandInstallingtheClouderaVMInstructionsWindows.pdf	PDF	481.84 KB
06_pdfs-of-readings-for-week-1-hands-on_InstructionsforDownloadingHandsOnDatasets.pdf	PDF	150.7 KB
06_pdfs-of-readings-for-week-1-hands-on_InstructionsforStartingJupyter.pdf	PDF	86.68 KB
06_pdfs-of-readings-for-week-1-hands-on_instructions.html	HTML	1.56 KB

03_data-exploration

01_data-exploration

01_data-terminology.en.srt	SRT	6.05 KB
01_data-terminology.en.txt	TXT	3.83 KB
01_data-terminology.mp4	MP4	12.8 MB
02_data-exploration.en.srt	SRT	5.94 KB
02_data-exploration.en.txt	TXT	3.72 KB
02_data-exploration.mp4	MP4	11.45 MB
03_data-exploration-through-summary-statistics.en.srt	SRT	10.29 KB
03_data-exploration-through-summary-statistics.en.txt	TXT	6.56 KB
03_data-exploration-through-summary-statistics.mp4	MP4	19.75 MB
04_data-exploration-through-plots.en.srt	SRT	11.74 KB
04_data-exploration-through-plots.en.txt	TXT	7.47 KB
04_data-exploration-through-plots.mp4	MP4	19.61 MB
05_slides-data-exploration-overview-and-terminology_instructions.html	HTML	1.32 KB

02_hands-on-activities-for-data-exploration

01_description-of-daily-weather-dataset_instructions.html	HTML	5.07 KB
02_exploring-data-with-knime-plots_instructions.html	HTML	1.29 MB
03_exploring-data-with-knime-plots.en.srt	SRT	10.07 KB
03_exploring-data-with-knime-plots.en.txt	TXT	5.8 KB
03_exploring-data-with-knime-plots.mp4	MP4	20.27 MB
04_data-exploration-in-spark_instructions.html	HTML	657.81 KB
05_data-exploration-in-spark.en.srt	SRT	5.36 KB
05_data-exploration-in-spark.en.txt	TXT	3.21 KB
05_data-exploration-in-spark.mp4	MP4	10.24 MB
06_pdfs-of-activities-for-data-exploration-hands-on-readings_DataExplorationinSpark.pdf	PDF	287.7 KB
06_pdfs-of-activities-for-data-exploration-hands-on-readings_DescriptionofDailyWeatherDataset.pdf	PDF	54.76 KB
06_pdfs-of-activities-for-data-exploration-hands-on-readings_ExploringDataWithKNIMEPlots.pdf	PDF	827.69 KB
06_pdfs-of-activities-for-data-exploration-hands-on-readings_instructions.html	HTML	1.26 KB

04_data-preparation

01_data-preparation-for-machine-learning

01_data-preparation.en.srt	SRT	4.32 KB
01_data-preparation.en.txt	TXT	2.77 KB
01_data-preparation.mp4	MP4	8.25 MB
02_data-quality.en.srt	SRT	6.33 KB
02_data-quality.en.txt	TXT	4.02 KB
02_data-quality.mp4	MP4	14.91 MB
03_addressing-data-quality-issues.en.srt	SRT	7.29 KB
03_addressing-data-quality-issues.en.txt	TXT	4.64 KB
03_addressing-data-quality-issues.mp4	MP4	18.37 MB
04_feature-selection.en.srt	SRT	7.73 KB
04_feature-selection.en.txt	TXT	4.89 KB
04_feature-selection.mp4	MP4	19.81 MB
05_feature-transformation.en.srt	SRT	7.69 KB
05_feature-transformation.en.txt	TXT	4.92 KB
05_feature-transformation.mp4	MP4	19.47 MB
06_dimensionality-reduction.en.srt	SRT	10.03 KB
06_dimensionality-reduction.en.txt	TXT	6.41 KB
06_dimensionality-reduction.mp4	MP4	26.23 MB
07_slides-data-preparation-for-machine-learning_instructions.html	HTML	1.55 KB

02_hands-on

01_handling-missing-values-in-knime_instructions.html	HTML	1.25 MB
02_handling-missing-values-in-knime.en.srt	SRT	4.67 KB
02_handling-missing-values-in-knime.en.txt	TXT	2.85 KB
02_handling-missing-values-in-knime.mp4	MP4	13.7 MB
03_handling-missing-values-in-spark_instructions.html	HTML	744.83 KB
04_handling-missing-values-in-spark.en.srt	SRT	5.86 KB
04_handling-missing-values-in-spark.en.txt	TXT	3.58 KB
04_handling-missing-values-in-spark.mp4	MP4	9.72 MB
05_pdfs-for-data-preparation-hands-on-readings_HandlingMissingValuesinKNIME.pdf	PDF	869.74 KB
05_pdfs-for-data-preparation-hands-on-readings_HandlingMissingValuesinSpark.pdf	PDF	306.04 KB
05_pdfs-for-data-preparation-hands-on-readings_instructions.html	HTML	1.15 KB

05_classification

01_what-is-classification

01_classification.en.srt	SRT	5.49 KB
01_classification.en.txt	TXT	3.5 KB
01_classification.mp4	MP4	14.03 MB
02_building-and-applying-a-classification-model.en.srt	SRT	7.27 KB
02_building-and-applying-a-classification-model.en.txt	TXT	4.59 KB
02_building-and-applying-a-classification-model.mp4	MP4	19.05 MB
03_slides-what-is-classification_instructions.html	HTML	1.14 KB

02_classification-algorithms

01_classification-algorithms.en.srt	SRT	3.51 KB
01_classification-algorithms.en.txt	TXT	2.22 KB
01_classification-algorithms.mp4	MP4	9.4 MB
02_k-nearest-neighbors.en.srt	SRT	6.55 KB
02_k-nearest-neighbors.en.txt	TXT	4.03 KB
02_k-nearest-neighbors.mp4	MP4	15.22 MB
03_decision-trees.en.srt	SRT	17.81 KB
03_decision-trees.en.txt	TXT	11.15 KB
03_decision-trees.mp4	MP4	40.12 MB
04_naive-bayes.en.srt	SRT	17.43 KB
04_naive-bayes.en.txt	TXT	11.04 KB
04_naive-bayes.mp4	MP4	45.3 MB
05_slides-classification-algorithms_instructions.html	HTML	1.33 KB
05_slides-classification-algorithms_naive_bayes.pdf	PDF	303.66 KB

03_hands-on

01_classification-using-decision-tree-in-knime_instructions.html	HTML	1.39 MB
02_classification-using-decision-tree-in-knime.en.srt	SRT	7.66 KB
02_classification-using-decision-tree-in-knime.en.txt	TXT	4.58 KB
02_classification-using-decision-tree-in-knime.mp4	MP4	20.41 MB
03_interpreting-a-decision-tree-in-knime_instructions.html	HTML	559.92 KB
04_instructions-for-changing-the-number-of-cloudera-vm-cpus_instructions.html	HTML	107.2 KB
05_classification-in-spark_instructions.html	HTML	678.79 KB
06_classification-in-spark.en.srt	SRT	7.07 KB
06_classification-in-spark.en.txt	TXT	4.26 KB
06_classification-in-spark.mp4	MP4	11.38 MB
07_pdfs-for-classification-hands-on-readings_ClassificationUsingDecisionTreeinKNIME.pdf	PDF	744.4 KB
07_pdfs-for-classification-hands-on-readings_ClassificationinSpark.pdf	PDF	267.15 KB
07_pdfs-for-classification-hands-on-readings_InterpretingaDecisionTreeinKNIME.pdf	PDF	411.44 KB
07_pdfs-for-classification-hands-on-readings_instructions.html	HTML	1.27 KB

06_evaluation-of-machine-learning-models

01_overfitting-what-is-it-and-how-would-you-prevent-it

01_generalization-and-overfitting.en.srt	SRT	7.07 KB
01_generalization-and-overfitting.en.txt	TXT	4.49 KB
01_generalization-and-overfitting.mp4	MP4	12.94 MB
02_overfitting-in-decision-trees.en.srt	SRT	4.98 KB
02_overfitting-in-decision-trees.en.txt	TXT	3.17 KB
02_overfitting-in-decision-trees.mp4	MP4	9.47 MB
03_using-a-validation-set.en.srt	SRT	13.23 KB
03_using-a-validation-set.en.txt	TXT	8.41 KB
03_using-a-validation-set.mp4	MP4	24.52 MB
04_slides-overfitting-what-is-it-and-how-would-you-prevent-it_instructions.html	HTML	1.25 KB

02_model-evaluation-metrics-and-methods

01_metrics-to-evaluate-model-performance.en.srt	SRT	13.45 KB
01_metrics-to-evaluate-model-performance.en.txt	TXT	8.4 KB
01_metrics-to-evaluate-model-performance.mp4	MP4	27.7 MB
02_confusion-matrix.en.srt	SRT	9.9 KB
02_confusion-matrix.en.txt	TXT	6.21 KB
02_confusion-matrix.mp4	MP4	18.75 MB
03_slides-model-evaluation-metrics-and-methods_evaluation_metrics.pdf	PDF	367.63 KB
03_slides-model-evaluation-metrics-and-methods_instructions.html	HTML	1.13 KB

03_hands-on

01_evaluation-of-decision-tree-in-knime_instructions.html	HTML	788.18 KB
02_evaluation-of-decision-tree-in-knime.en.srt	SRT	3.54 KB
02_evaluation-of-decision-tree-in-knime.en.txt	TXT	2.05 KB
02_evaluation-of-decision-tree-in-knime.mp4	MP4	13.89 MB
03_completed-knime-workflows_instructions.html	HTML	130.96 KB
04_evaluation-of-decision-tree-in-spark_instructions.html	HTML	302.8 KB
05_evaluation-of-decision-tree-in-spark.en.srt	SRT	2.98 KB
05_evaluation-of-decision-tree-in-spark.en.txt	TXT	1.76 KB
05_evaluation-of-decision-tree-in-spark.mp4	MP4	4.47 MB
06_comparing-classification-results-for-knime-and-spark_instructions.html	HTML	3.87 KB
07_pdfs-for-evaluation-of-machine-learning-models-hands-on-readings_ComparingClassificationResultsforKNIMEandSpark.pdf	PDF	29.16 KB
07_pdfs-for-evaluation-of-machine-learning-models-hands-on-readings_CompletedKNIMEWorkflows.pdf	PDF	94.12 KB
07_pdfs-for-evaluation-of-machine-learning-models-hands-on-readings_EvaluationofDecisionTreeinKNIME.pdf	PDF	619.07 KB
07_pdfs-for-evaluation-of-machine-learning-models-hands-on-readings_EvaluationofDecisionTreeinSpark.pdf	PDF	153.48 KB
07_pdfs-for-evaluation-of-machine-learning-models-hands-on-readings_instructions.html	HTML	1.39 KB

07_regression-cluster-analysis-and-association-analysis

01_regression

01_regression-overview.en.srt	SRT	6.17 KB
01_regression-overview.en.txt	TXT	3.92 KB
01_regression-overview.mp4	MP4	12.25 MB
02_linear-regression.en.srt	SRT	5.41 KB
02_linear-regression.en.txt	TXT	3.4 KB
02_linear-regression.mp4	MP4	10.14 MB
03_slides-regression_instructions.html	HTML	1.12 KB
03_slides-regression_linear_regression.pdf	PDF	119.74 KB
03_slides-regression_regression.pdf	PDF	243.49 KB

02_cluster-analysis

01_cluster-analysis.en.srt	SRT	11.36 KB
01_cluster-analysis.en.txt	TXT	7.33 KB
01_cluster-analysis.mp4	MP4	22.47 MB
02_k-means-clustering.en.srt	SRT	11.88 KB
02_k-means-clustering.en.txt	TXT	7.44 KB
02_k-means-clustering.mp4	MP4	21.58 MB
03_slides-cluster-analysis_cluster_analysis.pdf	PDF	170.98 KB
03_slides-cluster-analysis_instructions.html	HTML	1.13 KB
03_slides-cluster-analysis_k_means_clustering.pdf	PDF	164.56 KB

03_association-analysis

01_association-analysis.en.srt	SRT	7.12 KB
01_association-analysis.en.txt	TXT	4.51 KB
01_association-analysis.mp4	MP4	13.35 MB
02_association-analysis-in-detail.en.srt	SRT	12.35 KB
02_association-analysis-in-detail.en.txt	TXT	7.64 KB
02_association-analysis-in-detail.mp4	MP4	24.23 MB
03_slides-association-analysis_association_analysis.pdf	PDF	120.82 KB
03_slides-association-analysis_association_analysis_in_detail.pdf	PDF	189.15 KB
03_slides-association-analysis_instructions.html	HTML	1.14 KB
04_machine-learning-with-big-data-final-remarks.en.srt	SRT	1.39 KB
04_machine-learning-with-big-data-final-remarks.en.txt	TXT	960 B
04_machine-learning-with-big-data-final-remarks.mp4	MP4	3.78 MB

04_hands-on

01_description-of-minute-weather-dataset_instructions.html	HTML	5.05 KB
02_cluster-analysis-in-spark_instructions.html	HTML	1.72 MB
03_cluster-analysis-in-spark.en.srt	SRT	11.54 KB
03_cluster-analysis-in-spark.en.txt	TXT	6.76 KB
03_cluster-analysis-in-spark.mp4	MP4	20.55 MB
04_pdfs-of-cluster-analysis-in-spark-hands-on-readings_ClusterAnalysisinSpark.pdf	PDF	665.68 KB
04_pdfs-of-cluster-analysis-in-spark-hands-on-readings_DescriptionofMinuteWeatherDataset.pdf	PDF	66.71 KB
04_pdfs-of-cluster-analysis-in-spark-hands-on-readings_instructions.html	HTML	1.15 KB

big-data-management

01_introduction-to-big-data-modeling-and-management

01_what-is-in-this-course

01_welcome-to-big-data-modeling-and-management.en.srt	SRT	4.05 KB
01_welcome-to-big-data-modeling-and-management.en.txt	TXT	2.56 KB
01_welcome-to-big-data-modeling-and-management.mp4	MP4	29.05 MB
02_why-is-this-a-new-course-in-the-big-data-specialization.en.srt	SRT	867 B
02_why-is-this-a-new-course-in-the-big-data-specialization.en.txt	TXT	571 B
02_why-is-this-a-new-course-in-the-big-data-specialization.mp4	MP4	6.2 MB

02_why-big-data-modeling-and-management

01_summary-of-introduction-to-big-data-part-1.en.srt	SRT	6.53 KB
01_summary-of-introduction-to-big-data-part-1.en.txt	TXT	4.08 KB
01_summary-of-introduction-to-big-data-part-1.mp4	MP4	13.98 MB
02_summary-of-introduction-to-big-data-part-2.en.srt	SRT	5.55 KB
02_summary-of-introduction-to-big-data-part-2.en.txt	TXT	3.54 KB
02_summary-of-introduction-to-big-data-part-2.mp4	MP4	11.95 MB
03_summary-of-introduction-to-big-data-part-3.en.srt	SRT	6.19 KB
03_summary-of-introduction-to-big-data-part-3.en.txt	TXT	3.9 KB
03_summary-of-introduction-to-big-data-part-3.mp4	MP4	14.52 MB
04_slides-summary-of-introduction-to-big-data_SummaryOfIntroductionToBigData.pdf	PDF	36.44 MB
04_slides-summary-of-introduction-to-big-data_instructions.html	HTML	1.04 KB
05_big-data-management-must-ask-questions.en.srt	SRT	1.44 KB
05_big-data-management-must-ask-questions.en.txt	TXT	941 B
05_big-data-management-must-ask-questions.mp4	MP4	3.54 MB
06_data-ingestion.en.srt	SRT	6.02 KB
06_data-ingestion.en.txt	TXT	3.84 KB
06_data-ingestion.mp4	MP4	13.77 MB
07_data-storage.en.srt	SRT	4.14 KB
07_data-storage.en.txt	TXT	2.59 KB
07_data-storage.mp4	MP4	9.05 MB
08_data-quality.en.srt	SRT	3.14 KB
08_data-quality.en.txt	TXT	1.96 KB
08_data-quality.mp4	MP4	6.71 MB
09_data-operations.en.srt	SRT	4.24 KB
09_data-operations.en.txt	TXT	2.65 KB
09_data-operations.mp4	MP4	7.9 MB
10_data-scalability-and-security.en.srt	SRT	3.24 KB
10_data-scalability-and-security.en.txt	TXT	2.05 KB
10_data-scalability-and-security.mp4	MP4	7.55 MB
11_slides-big-data-management_BigDataManagement.pdf	PDF	5.47 MB
11_slides-big-data-management_instructions.html	HTML	1.11 KB
12_reading-on-storage-systems_instructions.html	HTML	1.3 KB

03_real-big-data-management-applications

01_energy-data-management-challenges-at-coned.en.srt	SRT	5.81 KB
01_energy-data-management-challenges-at-coned.en.txt	TXT	3.73 KB
01_energy-data-management-challenges-at-coned.mp4	MP4	12.76 MB
02_slides-energy-data-management-challenges-at-coned_ConEdExample.pdf	PDF	1.55 MB
02_slides-energy-data-management-challenges-at-coned_instructions.html	HTML	1.3 KB
03_gaming-industry-data-management-q-a-with-apmetrix-cto-mark-caldwell.en.srt	SRT	10.7 KB
03_gaming-industry-data-management-q-a-with-apmetrix-cto-mark-caldwell.en.txt	TXT	6.7 KB
03_gaming-industry-data-management-q-a-with-apmetrix-cto-mark-caldwell.mp4	MP4	47.09 MB
04_flight-data-management-at-flightstats-a-lecture-by-cto-chad-berkley.en.srt	SRT	18.3 KB
04_flight-data-management-at-flightstats-a-lecture-by-cto-chad-berkley.en.txt	TXT	11.47 KB
04_flight-data-management-at-flightstats-a-lecture-by-cto-chad-berkley.mp4	MP4	28.34 MB
05_slides-flight-data-management-at-flightstats_FlightStats_Data.pdf	PDF	1.51 MB
05_slides-flight-data-management-at-flightstats_instructions.html	HTML	1.02 KB

04_hands-on

01_downloading-and-installing-the-cloudera-vm-instructions-windows_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
01_downloading-and-installing-the-cloudera-vm-instructions-windows_instructions.html	HTML	1.45 MB
02_downloading-and-installing-the-cloudera-vm-instructions-mac_cloudera-quickstart-vm-5.4.2-0-virtualbox.zip	ZIP	4.01 GB
02_downloading-and-installing-the-cloudera-vm-instructions-mac_instructions.html	HTML	2.57 MB
03_instructions-for-downloading-hands-on-datasets_instructions.html	HTML	113.03 KB

02_big-data-modeling

01_what-is-a-data-model

01_introduction-to-data-models.en.srt	SRT	2.97 KB
01_introduction-to-data-models.en.txt	TXT	1.85 KB
01_introduction-to-data-models.mp4	MP4	6.84 MB
02_data-model-structures.en.srt	SRT	3.28 KB
02_data-model-structures.en.txt	TXT	2.06 KB
02_data-model-structures.mp4	MP4	8.13 MB
03_data-model-operations.en.srt	SRT	5.26 KB
03_data-model-operations.en.txt	TXT	3.28 KB
03_data-model-operations.mp4	MP4	10.62 MB
04_data-model-constraints.en.srt	SRT	5.53 KB
04_data-model-constraints.en.txt	TXT	3.51 KB
04_data-model-constraints.mp4	MP4	11.44 MB
05_slides-what-is-a-data-model_WhatIsADataModel.pdf	PDF	1.09 MB
05_slides-what-is-a-data-model_instructions.html	HTML	1.12 KB

02_hands-on

01_introduction-to-csv-data_instructions.html	HTML	1 MB
02_introduction-to-csv-data.en.srt	SRT	3.77 KB
02_introduction-to-csv-data.en.txt	TXT	2.22 KB
02_introduction-to-csv-data.mp4	MP4	14.55 MB

03_different-kinds-of-data-models-part-1

01_what-is-a-relational-data-model.en.srt	SRT	12.59 KB
01_what-is-a-relational-data-model.en.txt	TXT	7.85 KB
01_what-is-a-relational-data-model.mp4	MP4	36.6 MB
01_what-is-a-relational-data-model_RelationalDataModels.pdf	PDF	939.44 KB
02_slides-what-is-a-relational-data-model_RelationalDataModels.pdf	PDF	939.44 KB
02_slides-what-is-a-relational-data-model_instructions.html	HTML	1.03 KB
03_what-is-a-semistructured-data-model.en.srt	SRT	7.41 KB
03_what-is-a-semistructured-data-model.en.txt	TXT	4.7 KB
03_what-is-a-semistructured-data-model.mp4	MP4	16.1 MB
04_slides-what-is-a-semistructured-data-model_SemistructuredDataModel.pdf	PDF	1.55 MB
04_slides-what-is-a-semistructured-data-model_instructions.html	HTML	1.03 KB

04_hands-on

01_exploring-the-relational-data-model-of-comma-separated-values-csv_ExploringtheRelationalDataModelofCSV.pdf	PDF	395.99 KB
01_exploring-the-relational-data-model-of-comma-separated-values-csv_instructions.html	HTML	966.95 KB
02_exploring-the-relational-data-model-of-csv-files.en.srt	SRT	4.4 KB
02_exploring-the-relational-data-model-of-csv-files.en.txt	TXT	2.62 KB
02_exploring-the-relational-data-model-of-csv-files.mp4	MP4	16.43 MB
03_exploring-the-semistructured-data-model-of-json-data_ExploringtheSemistructuredDataModelofJSONdata.pdf	PDF	259.89 KB
03_exploring-the-semistructured-data-model-of-json-data_instructions.html	HTML	528.81 KB
04_exploring-the-semistructured-data-model-of-json-data.en.srt	SRT	3.24 KB
04_exploring-the-semistructured-data-model-of-json-data.en.txt	TXT	1.96 KB
04_exploring-the-semistructured-data-model-of-json-data.mp4	MP4	12.96 MB
05_exploring-the-array-data-model-of-an-image_ExploringtheArrayDataModelofanImage.pdf	PDF	213.5 KB
05_exploring-the-array-data-model-of-an-image_instructions.html	HTML	1.04 MB
06_exploring-the-array-data-model-of-an-image.en.srt	SRT	3.42 KB
06_exploring-the-array-data-model-of-an-image.en.txt	TXT	2.11 KB
06_exploring-the-array-data-model-of-an-image.mp4	MP4	7.45 MB
07_exploring-sensor-data_ExploringSensorData.pdf	PDF	263.28 KB
07_exploring-sensor-data_instructions.html	HTML	435.05 KB
08_exploring-sensor-data.en.srt	SRT	4.64 KB
08_exploring-sensor-data.en.txt	TXT	2.79 KB
08_exploring-sensor-data.mp4	MP4	17.09 MB

03_big-data-modeling-part-2

01_different-kinds-of-data-models-part-2

01_vector-space-model.en.srt	SRT	13.49 KB
01_vector-space-model.en.txt	TXT	8.33 KB
01_vector-space-model.mp4	MP4	30.51 MB
02_slides-vector-space-model_VectorSpaceModel.pdf	PDF	1.24 MB
02_slides-vector-space-model_instructions.html	HTML	1.03 KB
03_graph-data-model.en.srt	SRT	10.06 KB
03_graph-data-model.en.txt	TXT	6.47 KB
03_graph-data-model.mp4	MP4	18.73 MB
04_slides-graph-data-model_GraphDataModel.pdf	PDF	2.03 MB
04_slides-graph-data-model_instructions.html	HTML	1.02 KB
05_other-data-models.en.srt	SRT	5.51 KB
05_other-data-models.en.txt	TXT	3.43 KB
05_other-data-models.mp4	MP4	10.02 MB
06_slides-other-data-models_OtherDataModels.pdf	PDF	1.39 MB
06_slides-other-data-models_instructions.html	HTML	1.02 KB

02_hands-on

01_exploring-vector-data-models-with-lucene_instructions.html	HTML	432.94 KB
02_exploring-the-lucene-search-engines-vector-data-model.en.srt	SRT	3.88 KB
02_exploring-the-lucene-search-engines-vector-data-model.en.txt	TXT	2.23 KB
02_exploring-the-lucene-search-engines-vector-data-model.mp4	MP4	10.47 MB
03_exploring-graph-data-models-with-gephi_diseaseGraph.csv	CSV	11.02 KB
03_exploring-graph-data-models-with-gephi_instructions.html	HTML	2.02 MB
04_exploring-graph-data-models-with-gephi.en.srt	SRT	3.57 KB
04_exploring-graph-data-models-with-gephi.en.txt	TXT	2.18 KB
04_exploring-graph-data-models-with-gephi.mp4	MP4	29.57 MB

04_working-with-data-models

01_data-models-vs-data-formats

01_data-model-vs-data-format.en.srt	SRT	2 KB
01_data-model-vs-data-format.en.txt	TXT	1.28 KB
01_data-model-vs-data-format.mp4	MP4	5 MB
02_slides-data-model-vs-data-format_DataModelvsDataFormat.pdf	PDF	753.15 KB
02_slides-data-model-vs-data-format_instructions.html	HTML	1.03 KB

02_working-with-streaming-data

01_what-is-a-data-stream.en.srt	SRT	6.57 KB
01_what-is-a-data-stream.en.txt	TXT	4.02 KB
01_what-is-a-data-stream.mp4	MP4	13.99 MB
02_slides-what-is-a-data-stream_WhatIsADataStream.pdf	PDF	1.66 MB
02_slides-what-is-a-data-stream_instructions.html	HTML	1.02 KB
03_why-is-streaming-data-different.en.srt	SRT	8.11 KB
03_why-is-streaming-data-different.en.txt	TXT	5.17 KB
03_why-is-streaming-data-different.mp4	MP4	23.14 MB
04_slides-why-is-streaming-data-different_WhyIsStreamingDataDifferent.pdf	PDF	1.46 MB
04_slides-why-is-streaming-data-different_instructions.html	HTML	1.03 KB
05_understanding-data-lakes.en.srt	SRT	6.18 KB
05_understanding-data-lakes.en.txt	TXT	3.86 KB
05_understanding-data-lakes.mp4	MP4	18.64 MB
06_slides-understanding-data-lakes_UnderstandingDataLakes.pdf	PDF	1.23 MB
06_slides-understanding-data-lakes_instructions.html	HTML	1.03 KB

03_hands-on-handling-data-streams

01_exploring-streaming-sensor-data_instructions.html	HTML	296.71 KB
02_exploring-streaming-sensor-data.en.srt	SRT	3.7 KB
02_exploring-streaming-sensor-data.en.txt	TXT	2.25 KB
02_exploring-streaming-sensor-data.mp4	MP4	16.22 MB
03_instructions-for-creating-a-twitter-app-optional_InstructionsforSettingUp_TwitterApp.pdf	PDF	100.24 KB
03_instructions-for-creating-a-twitter-app-optional_instructions.html	HTML	1.05 KB
04_exploring-streaming-twitter-data-optional_instructions.html	HTML	486.93 KB
05_exploring-streaming-twitter-data-optional.en.srt	SRT	3.29 KB
05_exploring-streaming-twitter-data-optional.en.txt	TXT	1.97 KB
05_exploring-streaming-twitter-data-optional.mp4	MP4	20.32 MB

05_big-data-management-the-m-in-dbms

01_why-data-management

01_dbms-based-and-non-dbms-based-approaches-to-big-data.en.srt	SRT	20.78 KB
01_dbms-based-and-non-dbms-based-approaches-to-big-data.en.txt	TXT	13.16 KB
01_dbms-based-and-non-dbms-based-approaches-to-big-data.mp4	MP4	36.2 MB
02_slides-dbms-based-and-non-dbms-based-approaches-to-big-data_TheMinDBMS.pdf	PDF	1.55 MB
02_slides-dbms-based-and-non-dbms-based-approaches-to-big-data_instructions.html	HTML	1.02 KB

02_from-dbms-to-bdms

01_from-dbms-to-bdms.en.srt	SRT	12.43 KB
01_from-dbms-to-bdms.en.txt	TXT	7.85 KB
01_from-dbms-to-bdms.mp4	MP4	24.72 MB
02_redis-an-enhanced-key-value-store.en.srt	SRT	9.94 KB
02_redis-an-enhanced-key-value-store.en.txt	TXT	6.18 KB
02_redis-an-enhanced-key-value-store.mp4	MP4	20.46 MB
03_aerospike-a-new-generation-kv-store.en.srt	SRT	10.22 KB
03_aerospike-a-new-generation-kv-store.en.txt	TXT	6.57 KB
03_aerospike-a-new-generation-kv-store.mp4	MP4	21.91 MB
04_semistructured-data-asterixdb.en.srt	SRT	9.45 KB
04_semistructured-data-asterixdb.en.txt	TXT	5.93 KB
04_semistructured-data-asterixdb.mp4	MP4	20.74 MB
05_solr-managing-text.en.srt	SRT	11.44 KB
05_solr-managing-text.en.txt	TXT	7.2 KB
05_solr-managing-text.mp4	MP4	23.92 MB
06_relational-data-vertica.en.srt	SRT	12.07 KB
06_relational-data-vertica.en.txt	TXT	7.46 KB
06_relational-data-vertica.mp4	MP4	30.95 MB
07_slides-from-dbms-to-bdms_FromDBMSToBDMS.pdf	PDF	3.92 MB
07_slides-from-dbms-to-bdms_instructions.html	HTML	1.12 KB

06_designing-a-big-data-management-system-for-an-online-game

01_what-is-an-information-system

01_a-game-by-eglence-inc-catch-the-pink-flamingo_instructions.html

HTML

5.48 KB

big-data-project

01_simulating-big-data-for-an-online-game

01_introduction-to-the-capstone-project

01_welcome-to-the-big-data-capstone-project.en.srt	SRT	3.43 KB
01_welcome-to-the-big-data-capstone-project.en.txt	TXT	2.18 KB
01_welcome-to-the-big-data-capstone-project.mp4	MP4	10.82 MB
02_welcome-from-splunk-rob-reed-world-education-evangelist.en.srt	SRT	4.05 KB
02_welcome-from-splunk-rob-reed-world-education-evangelist.en.txt	TXT	2.63 KB
02_welcome-from-splunk-rob-reed-world-education-evangelist.mp4	MP4	18.32 MB
03_planning-preparation-and-review_Week_3_pySpark_ML_Clustering.ipynb	IPYNB	147.43 KB
03_planning-preparation-and-review_instructions.html	HTML	5.2 KB
03_planning-preparation-and-review_splunk-enterprise.html	HTML	213.39 KB
04_a-game-by-eglence-inc-catch-the-pink-flamingo_instructions.html	HTML	5.64 KB
05_a-summary-of-catch-the-pink-flamingo.en.srt	SRT	7.99 KB
05_a-summary-of-catch-the-pink-flamingo.en.txt	TXT	4.94 KB
05_a-summary-of-catch-the-pink-flamingo.mp4	MP4	18.45 MB
06_a-conceptual-schema-for-catch-the-pink-flamingo.en.srt	SRT	5.54 KB
06_a-conceptual-schema-for-catch-the-pink-flamingo.en.txt	TXT	3.49 KB
06_a-conceptual-schema-for-catch-the-pink-flamingo.mp4	MP4	13.78 MB
07_overview-of-the-catch-the-pink-flamingo-data-model_instructions.html	HTML	826.41 KB
08_overview-of-final-project-design_instructions.html	HTML	2.95 KB

02_acquiring-exploring-and-preparing-the-data

01_acquiring-and-understanding-the-game-data

01_downloading-the-game-data-and-associated-scripts_Week_3_pySpark_ML_Clustering.ipynb	IPYNB	147.43 KB
01_downloading-the-game-data-and-associated-scripts_instructions.html	HTML	4.36 KB
02_understanding-the-csv-files-generated-by-the-scripts_instructions.html	HTML	9.37 KB

02_lets-do-it-exploring-and-preparing-the-data

01_optional-review-of-splunk_instructions.html	HTML	1.06 KB
02_catch-the-pink-flamingo-data-exploration-with-splunk_instructions.html	HTML	7.01 KB
03_aggregate-calculations-using-splunk_instructions.html	HTML	3.96 KB
04_filtering-the-data-with-splunk_instructions.html	HTML	1.72 KB

03_data-classification-with-knime

01_get-thinking-classifying-players-spending-habits

	01_review-classification-using-decision-tree-in-knime_instructions.html	HTML	1.3 KB
	02_review-interpreting-a-decision-tree-in-knime_instructions.html	HTML	1.29 KB

02_lets-do-it

	01_workflow-overview-for-building-a-decision-tree-in-knime_instructions.html	HTML	1.52 KB
	02_description-of-combined-data-csv_instructions.html	HTML	2.8 KB

04_clustering-with-spark

01_get-thinking-clustering-to-improve-eglence-inc-s-revenue

01_informing-business-strategies-based-on-client-base_instructions.html

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2.54 KB

02_lets-do-it

01_practice-with-pyspark-mllib-clustering_Week_3_pySpark_ML_Clustering.ipynb	IPYNB	147.43 KB
01_practice-with-pyspark-mllib-clustering_Week_3_pySpark_ML_Clustering.pdf	PDF	185.13 KB
01_practice-with-pyspark-mllib-clustering_instructions.html	HTML	2.71 KB
01_practice-with-pyspark-mllib-clustering_setupWeek3.sh	SH	154.57 KB

05_graph-analytics-of-simulated-chat-data-with-neo4j

01_get-thinking-a-graph-analytics-approach-to-simulated-chat-data

01_understanding-the-simulated-chat-data-generated-by-the-scripts_instructions.html

HTML

5.89 KB

02_lets-do-it-working-with-simulated-chat-data-in-neo4j

01_graph-analytics-of-catch-the-pink-flamingo-chat-data-using-neo4j_instructions.html

HTML

14.54 KB

06_reporting-and-presenting-your-work

01_final-project-instructions

01_week-5-bringing-it-all-together.en.srt	SRT	2.23 KB
01_week-5-bringing-it-all-together.en.txt	TXT	1.41 KB
01_week-5-bringing-it-all-together.mp4	MP4	8.12 MB
02_final-project-preparation_instructions.html	HTML	3.27 KB

07_final-submission

01_final-project-submission

01_congratulations-some-final-words.en.srt	SRT	1.69 KB
01_congratulations-some-final-words.en.txt	TXT	1.04 KB
01_congratulations-some-final-words.mp4	MP4	6.32 MB

02_optional-splunk-submission

01_part-2-help-us-connect-your-video-to-your-linkedin-profile_instructions.html

HTML

2.03 KB

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