Big Data Specialization

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Files Included :

01 welcome-to-graph-analytics-for-big-data.mp4 (15.83 MB)
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02 what-is-a-graph.mp4 (19.83 MB)
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03 why-graphs.mp4 (8.7 MB)
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01 why-graphs-example-1-social-networking.mp4 (10.62 MB)
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02 why-graphs-example-2-biological-networks.mp4 (13.28 MB)
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03 why-graphs-example-3-human-information-network-analytics.mp4 (13.88 MB)
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04 why-graphs-example-4-smart-cities.mp4 (9.7 MB)
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05 the-purpose-of-analytics.mp4 (4.9 MB)
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06 what-are-the-impact-of-big-datas-v-s-on-graphs.mp4 (40.66 MB)
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01 download-slides-for-this-module all module slides.zip (29.85 MB)
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02 focusing-on-graph-analytics-techniques.mp4 (27.06 MB)
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01 path-analytics.mp4 (17.05 MB)
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02 the-basic-path-analytics-question-what-is-the-best-path.mp4 (13.3 MB)
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03 applying-dijkstras-algorithm.mp4 (10.85 MB)
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04 inclusion-and-exclusion-constraints.mp4 (4.34 MB)
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01 connectivity-analytics.mp4 (11.09 MB)
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02 disconnecting-a-graph.mp4 (5.79 MB)
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03 connectedness-indegree-and-outdegree.mp4 (9.36 MB)
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01 community-analytics-and-local-properties.mp4 (21.94 MB)
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02 global-property-modularity.mp4 (18.34 MB)
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01 centrality-analytics.mp4 (24.57 MB)
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01 optional-lecture-1-bi-directional-dijkstra-algorithm.mp4 (6.14 MB)
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02 optional-lecture-2-goal-directed-dijkstra-algorithm.mp4 (8.12 MB)
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03 optional-lecture-3-power-law-graphs.mp4 (7.62 MB)
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04 optional-lecture-4-measuring-graph-evolution.mp4 (9.33 MB)
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05 optional-lecture-5-eigenvector-centrality.mp4 (16.95 MB)
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06 optional-lecture-6-key-player-problems.mp4 (8.32 MB)
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01 welcome-to-graph-analytics-techniques.mp4 (7.49 MB)
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02 about-the-supplementary-resources neo4j supplementary resource pdfs v2.zip (484.05 KB)
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04 hands-on-downloading-installing-and-running-neo4j.mp4 (18.72 MB)
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06 hands-on-getting-started-with-neo4j.mp4 (15.89 MB)
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08 hands-on-modifying-a-graph-with-neo4j.mp4 (13.74 MB)
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09 download-datasets-used-in-this-graph-analytics-with-neo4j neo4j module datasets.zip (8.29 MB)
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11 hands-on-importing-data-into-neo4j.mp4 (47.93 MB)
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02 hands-on-basic-queries-in-neo4j-with-cypher-part-1.mp4 (13.54 MB)
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03 hands-on-basic-queries-in-neo4j-with-cypher-part-2.mp4 (10.6 MB)
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05 hands-on-path-analytics-in-neo4j-using-cypher-part-1.mp4 (16.28 MB)
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06 hands-on-path-analytics-in-neo4j-using-cypher-part-2.mp4 (20.97 MB)
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08 hands-on-connectivity-analytics-in-neo4j-with-cypher.mp4 (17.98 MB)
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01 assignment-practicing-graph-analytics-in-neo4j-with-cypher gene gene associations 50k.zip (258.78 KB)
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01 assignment-practicing-graph-analytics-in-neo4j-with-cypher module3 lesson1 lecture4 importing data into neo4j.mp4 (191.86 MB)
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01 download-all-neo4j-supplementary-resources-pdfs neo4j supplementary resource pdfs v2.zip (484.05 KB)
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01 introduction-large-scale-graph-processing.mp4 (4.36 MB)
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02 a-parallel-programming-model-for-graphs.mp4 (28.19 MB)
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03 pregel-the-system-that-changed-graph-processing.mp4 (17.72 MB)
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01 giraph-and-graphx.mp4 (23.74 MB)
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02 beyond-single-vertex-computation.mp4 (11.35 MB)
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01 introduction-to-graphx-hands-on-demonstrations.mp4 (9.01 MB)
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02 datasets-and-libraries-for-example-of-analytics-hands-on ExamplesOfAnalytics.zip (13.76 MB)
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04 hands-on-building-a-graph.mp4 (14.83 MB)
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06 hands-on-building-a-degree-histogram.mp4 (7.38 MB)
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08 hands-on-plot-the-degree-histogram.mp4 (4.7 MB)
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10 hands-on-network-connectedness-and-clustering-components.mp4 (10.81 MB)
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12 hands-on-joining-graph-datasets.mp4 (12.37 MB)
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01 what-is-in-this-course.mp4 (19.1 MB)
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02 summary-of-big-data-modeling-and-management.mp4 (17.87 MB)
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03 why-is-big-data-processing-different.mp4 (19.8 MB)
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01 what-is-data-retrieval-part-1.mp4 (23.31 MB)
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02 what-is-data-retrieval-part-2.mp4 (20.61 MB)
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03 querying-two-relations.mp4 (22.94 MB)
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04 subqueries.mp4 (18.79 MB)
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02 querying-relational-data-with-postgres.mp4 (15.72 MB)
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01 querying-json-data-with-mongodb.mp4 (40.16 MB)
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02 aggregation-functions.mp4 (21.56 MB)
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03 querying-aerospike.mp4 (15.9 MB)
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02 querying-documents-in-mongodb.mp4 (21.31 MB)
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04 exploring-pandas-dataframes.mp4 (9.12 MB)
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01 overview-of-information-integration.mp4 (52.36 MB)
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02 a-data-integration-scenario.mp4 (41.52 MB)
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03 integration-for-multichannel-customer-analytics.mp4 (20.37 MB)
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01 big-data-management-and-processing-using-splunk-and-datameer.mp4 (5.66 MB)
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02 why-splunk.mp4 (40.97 MB)
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03 connected-cars-with-fords-openxc-and-splunk.mp4 (33.71 MB)
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04 big-data-management-and-processing-using-datameer.mp4 (26.59 MB)
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02 installing-splunk-enterprise-on-windows.mp4 (9.48 MB)
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03 installing-splunk-enterprise-on-linux.mp4 (14.11 MB)
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04 exploring-splunk-queries census.zip (966.1 KB)
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05 exploring-splunk-queries.mp4 (12.7 MB)
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07 optional-creating-pivot-reports-in-splunk.mp4 (12.59 MB)
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01 big-data-processing-pipelines.mp4 (17.48 MB)
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02 some-high-level-processing-operations-in-big-data-pipelines.mp4 (24.93 MB)
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03 aggregation-operations-in-big-data-pipelines.mp4 (12.19 MB)
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04 typical-analytical-operations-in-big-data-pipelines.mp4 (27.16 MB)
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01 overview-of-big-data-processing-systems.mp4 (21.54 MB)
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03 the-integration-and-processing-layer.mp4 (25.45 MB)
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04 introduction-to-apache-spark.mp4 (22.89 MB)
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05 getting-started-with-spark.mp4 (25.59 MB)
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02 wordcount-in-spark.mp4 (14.56 MB)
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01 spark-core-programming-in-spark-using-rdds-in-pipelines.mp4 (16.62 MB)
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02 spark-core-transformations.mp4 (27.65 MB)
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03 spark-core-actions.mp4 (7.68 MB)
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01 spark-sql.mp4 (7.47 MB)
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02 spark-streaming.mp4 (10.41 MB)
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03 spark-mllib.mp4 (13.32 MB)
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04 spark-graphx.mp4 (7.64 MB)
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02 exploring-sparksql-and-spark-dataframes.mp4 (11.64 MB)
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05 analyzing-sensor-data-with-spark-streaming.mp4 (12.2 MB)
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01 welcome-to-the-big-data-specialization.mp4 (20.04 MB)
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01 tell-us-about-yourself-and-learn-about-your-classmates.mp4 (291.61 KB)
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01 what-launched-the-big-data-era.mp4 (10.93 MB)
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02 applications-what-makes-big-data-valuable.mp4 (32.49 MB)
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03 example-saving-lives-with-big-data.mp4 (0 B)
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04 example-using-big-data-to-help-patients.mp4 (34.9 MB)
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05 a-sentiment-analysis-success-story-meltwater-helping-danone.mp4 (5.33 MB)
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01 getting-started-where-does-big-data-come-from.mp4 (7.75 MB)
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02 machine-generated-data-its-everywhere-and-theres-a-lot.mp4 (11.22 MB)
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03 machine-generated-data-advantages.mp4 (13.13 MB)
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04 big-data-generated-by-people-the-unstructured-challenge.mp4 (14.72 MB)
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05 big-data-generated-by-people-how-is-it-being-used.mp4 (27.01 MB)
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06 organization-generated-data-structured-but-often-siloed.mp4 (19.04 MB)
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07 organization-generated-data-benefits-come-from-combining-with-other-data-types.mp4 (12.08 MB)
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08 the-key-integrating-diverse-data.mp4 (14.96 MB)
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01 getting-started-characteristics-of-big-data.mp4 (9.66 MB)
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02 characteristics-of-big-data-volume.mp4 (16.53 MB)
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04 characteristics-of-big-data-variety.mp4 (17.05 MB)
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05 characteristics-of-big-data-velocity.mp4 (17.14 MB)
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06 characteristics-of-big-data-veracity.mp4 (16.16 MB)
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07 characteristics-of-big-data-valence.mp4 (10.19 MB)
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08 the-sixth-v-value.mp4 (10.45 MB)
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01 data-science-getting-value-out-of-big-data.mp4 (17.32 MB)
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02 building-a-big-data-strategy.mp4 (25.69 MB)
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03 how-does-big-data-science-happen-five-components-of-data-science.mp4 (26.43 MB)
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05 asking-the-right-questions.mp4 (8.27 MB)
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01 steps-in-the-data-science-process.mp4 (12.09 MB)
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02 step-1-acquiring-data.mp4 (15.11 MB)
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03 step-2-a-exploring-data.mp4 (10.17 MB)
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04 step-2-b-pre-processing-data.mp4 (19.25 MB)
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05 step-3-analyzing-data.mp4 (20.36 MB)
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06 step-4-communicating-results.mp4 (10.68 MB)
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07 step-5-turning-insights-into-action.mp4 (7.71 MB)
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01 getting-started-why-worry-about-foundations.mp4 (3.41 MB)
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02 what-is-a-distributed-file-system.mp4 (17.08 MB)
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03 scalable-computing-over-the-internet.mp4 (10.58 MB)
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04 programming-models-for-big-data.mp4 (17.44 MB)
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01 hadoop-why-where-and-who.mp4 (10.48 MB)
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02 the-hadoop-ecosystem-welcome-to-the-zoo.mp4 (20.37 MB)
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03 the-hadoop-distributed-file-system-a-storage-system-for-big-data.mp4 (17.73 MB)
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04 yarn-a-resource-manager-for-hadoop.mp4 (12.6 MB)
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05 mapreduce-simple-programming-for-big-results.mp4 (33.3 MB)
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07 when-to-reconsider-hadoop.mp4 (13.19 MB)
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08 cloud-computing-an-important-big-data-enabler.mp4 (17.43 MB)
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09 cloud-service-models-an-exploration-of-choices.mp4 (11.36 MB)
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10 value-from-hadoop-and-pre-built-hadoop-images.mp4 (11.52 MB)
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01 downloading-and-installing-the-cloudera-vm-instructions-mac cloudera-quickstart-vm-5 4 2-0-virtualbox.zip (4.01 GB)
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02 downloading-and-installing-the-cloudera-vm-instructions-windows cloudera-quickstart-vm-5 4 2-0-virtualbox.zip (4.01 GB)
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02 copy-your-data-into-the-hadoop-distributed-file-system-hdfs.mp4 (9.87 MB)
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04 run-the-wordcount-program.mp4 (10.56 MB)
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01 welcome-to-machine-learning-with-big-data.mp4 (22.85 MB)
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02 summary-of-big-data-integration-and-processing.mp4 (31.33 MB)
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01 machine-learning-overview.mp4 (21.24 MB)
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02 categories-of-machine-learning-techniques.mp4 (21.95 MB)
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01 machine-learning-process.mp4 (9.87 MB)
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02 goals-and-activities-in-the-machine-learning-process.mp4 (22.03 MB)
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03 crisp-dm.mp4 (11.33 MB)
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01 scaling-up-machine-learning-algorithms.mp4 (19.76 MB)
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02 tools-used-in-this-course.mp4 (11.79 MB)
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01 downloading-installing-and-using-knime Example Workflow.zip (36.28 KB)
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01 data-terminology.mp4 (12.8 MB)
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02 data-exploration.mp4 (11.45 MB)
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03 data-exploration-through-summary-statistics.mp4 (19.75 MB)
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04 data-exploration-through-plots.mp4 (19.61 MB)
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03 exploring-data-with-knime-plots.mp4 (20.27 MB)
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05 data-exploration-in-spark.mp4 (10.24 MB)
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01 data-preparation.mp4 (8.25 MB)
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02 data-quality.mp4 (14.91 MB)
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03 addressing-data-quality-issues.mp4 (18.37 MB)
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04 feature-selection.mp4 (19.81 MB)
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05 feature-transformation.mp4 (19.47 MB)
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06 dimensionality-reduction.mp4 (26.23 MB)
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02 handling-missing-values-in-knime.mp4 (13.7 MB)
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04 handling-missing-values-in-spark.mp4 (9.72 MB)
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01 classification.mp4 (14.03 MB)
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02 building-and-applying-a-classification-model.mp4 (19.05 MB)
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01 classification-algorithms.mp4 (9.4 MB)
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02 k-nearest-neighbors.mp4 (15.22 MB)
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03 decision-trees.mp4 (40.12 MB)
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04 naive-bayes.mp4 (45.3 MB)
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02 classification-using-decision-tree-in-knime.mp4 (20.41 MB)
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06 classification-in-spark.mp4 (11.38 MB)
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01 generalization-and-overfitting.mp4 (12.94 MB)
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02 overfitting-in-decision-trees.mp4 (9.47 MB)
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03 using-a-validation-set.mp4 (24.52 MB)
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01 metrics-to-evaluate-model-performance.mp4 (27.7 MB)
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02 confusion-matrix.mp4 (18.75 MB)
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02 evaluation-of-decision-tree-in-knime.mp4 (13.89 MB)
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05 evaluation-of-decision-tree-in-spark.mp4 (4.47 MB)
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01 regression-overview.mp4 (12.25 MB)
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02 linear-regression.mp4 (10.14 MB)
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01 cluster-analysis.mp4 (22.47 MB)
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02 k-means-clustering.mp4 (21.58 MB)
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01 association-analysis.mp4 (13.35 MB)
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02 association-analysis-in-detail.mp4 (24.23 MB)
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04 machine-learning-with-big-data-final-remarks.mp4 (3.78 MB)
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03 cluster-analysis-in-spark.mp4 (20.55 MB)
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01 welcome-to-big-data-modeling-and-management.mp4 (29.05 MB)
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02 why-is-this-a-new-course-in-the-big-data-specialization.mp4 (6.2 MB)
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01 summary-of-introduction-to-big-data-part-1.mp4 (13.98 MB)
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02 summary-of-introduction-to-big-data-part-2.mp4 (11.95 MB)
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03 summary-of-introduction-to-big-data-part-3.mp4 (14.52 MB)
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05 big-data-management-must-ask-questions.mp4 (3.54 MB)
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06 data-ingestion.mp4 (13.77 MB)
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07 data-storage.mp4 (9.05 MB)
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08 data-quality.mp4 (6.71 MB)
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09 data-operations.mp4 (7.9 MB)
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10 data-scalability-and-security.mp4 (7.55 MB)
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01 energy-data-management-challenges-at-coned.mp4 (12.76 MB)
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03 gaming-industry-data-management-q-a-with-apmetrix-cto-mark-caldwell.mp4 (47.09 MB)
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04 flight-data-management-at-flightstats-a-lecture-by-cto-chad-berkley.mp4 (28.34 MB)
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01 downloading-and-installing-the-cloudera-vm-instructions-windows cloudera-quickstart-vm-5 4 2-0-virtualbox.zip (4.01 GB)
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02 downloading-and-installing-the-cloudera-vm-instructions-mac cloudera-quickstart-vm-5 4 2-0-virtualbox.zip (4.01 GB)
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01 introduction-to-data-models.mp4 (6.84 MB)
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02 data-model-structures.mp4 (8.13 MB)
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03 data-model-operations.mp4 (10.62 MB)
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04 data-model-constraints.mp4 (11.44 MB)
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02 introduction-to-csv-data.mp4 (14.55 MB)
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01 what-is-a-relational-data-model.mp4 (36.6 MB)
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03 what-is-a-semistructured-data-model.mp4 (16.1 MB)
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02 exploring-the-relational-data-model-of-csv-files.mp4 (16.43 MB)
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04 exploring-the-semistructured-data-model-of-json-data.mp4 (12.96 MB)
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06 exploring-the-array-data-model-of-an-image.mp4 (7.45 MB)
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08 exploring-sensor-data.mp4 (17.09 MB)
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01 vector-space-model.mp4 (30.51 MB)
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03 graph-data-model.mp4 (18.73 MB)
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05 other-data-models.mp4 (10.02 MB)
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02 exploring-the-lucene-search-engines-vector-data-model.mp4 (10.47 MB)
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04 exploring-graph-data-models-with-gephi.mp4 (29.57 MB)
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01 data-model-vs-data-format.mp4 (5 MB)
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01 what-is-a-data-stream.mp4 (13.99 MB)
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03 why-is-streaming-data-different.mp4 (23.14 MB)
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05 understanding-data-lakes.mp4 (18.64 MB)
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02 exploring-streaming-sensor-data.mp4 (16.22 MB)
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05 exploring-streaming-twitter-data-optional.mp4 (20.32 MB)
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01 dbms-based-and-non-dbms-based-approaches-to-big-data.mp4 (36.2 MB)
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01 from-dbms-to-bdms.mp4 (24.72 MB)
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02 redis-an-enhanced-key-value-store.mp4 (20.46 MB)
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03 aerospike-a-new-generation-kv-store.mp4 (21.91 MB)
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04 semistructured-data-asterixdb.mp4 (20.74 MB)
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05 solr-managing-text.mp4 (23.92 MB)
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06 relational-data-vertica.mp4 (30.95 MB)
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01 welcome-to-the-big-data-capstone-project.mp4 (10.82 MB)
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02 welcome-from-splunk-rob-reed-world-education-evangelist.mp4 (18.32 MB)
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05 a-summary-of-catch-the-pink-flamingo.mp4 (18.45 MB)
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06 a-conceptual-schema-for-catch-the-pink-flamingo.mp4 (13.78 MB)
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01 week-5-bringing-it-all-together.mp4 (8.12 MB)
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01 congratulations-some-final-words.mp4 (6.32 MB)
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