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Temario<\/h2>\n
Fundamental Big Data
\nUnderstanding Big Data
\nFundamental Terminology & Concepts
\nBig Data Business & Technology Drivers
\nTraditional Enterprise Technologies Related to Big Data
\nCharacteristics of Data in Big Data Environments
\nDataset Types in Big Data Environments
\nFundamental Analysis and Analytics
\nMachine Learning Types
\nBusiness Intelligence & Big Data
\nData Visualization & Big Data
\nBig Data Adoption & Planning Considerations<\/p>\n
Big Data Analysis & Technology Concepts
\nBig Data Analysis Lifecycle (from business case evaluation to data analysis and visualization)
\nA\/B Testing, Correlation
\nRegression, Heat Maps
\nTime Series Analysis
\nNetwork Analysis
\nSpatial Data Analysis
\nClassification, Clustering
\nOutlier Detection
\nFiltering (including collaborative filtering & content-based filtering)
\nNatural Language Processing
\nSentiment Analysis, Text Analytics
\nFile Systems & Distributed File Systems, NoSQL
\nDistributed & Parallel Data Processing,
\nProcessing Workloads, Clusters
\nCloud Computing & Big Data
\nFoundational Big Data Technology Mechanisms<\/p>\n
Fundamental Big Data Architecture
\nNew Big Data Mechanisms, including …
\nSecurity Engine
\nCluster Manager
\nData Governance Manager
\nVisualization Engine
\nProductivity Portal
\nData Processing Architectural Models, including …
\nhared-Everything and Shared-Nothing Architectures
\nEnterprise Data Warehouse and Big Data Integration Approaches, including …
\nSeries
\nParallel
\nBig Data Appliance
\nData Virtualization
\nArchitectural Big Data Environments, including …
\nETL
\nAnalytics Engine
\nApplication Enrichment
\nCloud Computing & Big Data Architectural Considerations, including …
\nhow Cloud Delivery and Deployment Models can be used to host and process Big Data Solutions<\/p>\n
Advanced Big Data Architecture
\nBig Data Solution Architectural Layers including …
\nData Sources,
\nData Ingress and Storage,
\nEvent Stream Processing and Complex Event Processing,
\nEgress,
\nVisualization and Utilization,
\nBig Data Architecture and Security,
\nMaintenance and Governance
\nBig Data Solution Design Patterns, including …
\nPatterns pertaining to Data Ingress,
\nData Wrangling,
\nData Storage,
\nData Processing,
\nData Analysis,
\nData Egress,
\nData Visualization
\nBig Data Architectural Compound Patterns<\/p>\n
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25 horas<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"2880","footnotes":""},"categories":[9,11,61],"tags":[],"class_list":["post-3358","post","type-post","status-publish","format-standard","hentry","category-cursos","category-cursos-de-it","category-data"],"acf":[],"_links":{"self":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/posts\/3358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/comments?post=3358"}],"version-history":[{"count":0,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/posts\/3358\/revisions"}],"wp:attachment":[{"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/media?parent=3358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/categories?post=3358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/grupoloyal.net\/wp-json\/wp\/v2\/tags?post=3358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}