[{"command":"insert","method":null,"selector":".course-modal-ajax-placeholder-966646","data":"\u003Cdiv class=\u0022container content-rte\u0022\u003E\n  \u003Cdiv class=\u0022row\u0022\u003E\n    \u003Cdiv class=\u0022box col-md-6 bg-primary text-white\u0022\u003E\n      \u003Ch2 class=\u0022h1 text-left\u0022\u003E  Plateformes et langages de programmation en donn\u00e9es massives\n\u003C\/h2\u003E\n                  \u003Cdiv class=\u0022field-spacing\u0022\u003E\n        \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EECTS :\n          5\n        \u003C\/div\u003E\n      \u003C\/div\u003E\n                  \u003Cdiv class=\u0022field-spacing\u0022\u003E\n        \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ESemestre calendaire :\n          Semester 1\n        \u003C\/div\u003E\n      \u003C\/div\u003E\n            \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ED\u00e9tail du volume horaire\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                          \u003Cspan class=\u0022field__label h4 mt-5 \u0022\u003ECours magistraux :\u003C\/span\u003E\n                                      \u003Cspan\u003E24\u003C\/span\u003E\n                      \u003C\/div\u003E\n                                                                                        \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ELangue d\u0026#039;enseignement\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003EFran\u00e7ais\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EEnseignement \u00e0 distance\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003Enon\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n      \u003C\/div\u003E\n    \u003Cdiv class=\u0022box col-md-6\u0022\u003E\n            \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EPr\u00e9requis\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EProgrammation Python\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EProgramme \/ plan \/ contenus\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EChapitre 1. Programmation MapReduce.\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli\u003EIntroduction \u00e0 MapReduce: motivations et examples.\u003C\/li\u003E\n\u003Cli\u003EMise en \u0153uvre de MapReduce.\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003EChapitre 2. Hadoop.\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli\u003EIntroduction \u00e0 Hadoop et ses fonctionnalit\u00e9s.\u003C\/li\u003E\n\u003Cli\u003EHadoop Distributed File System (HDFS)\u003C\/li\u003E\n\u003Cli\u003EImpl\u00e9mentation de MapReduce en Hadoop.\u003C\/li\u003E\n\u003Cli\u003EL\u2019\u00e9cosyst\u00e8me Hadoop (Hive, Impala, Pig, Kafka, HBase\u2026.)\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003EChapitre 3. Introduction \u00e0 Apache Spark.\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli\u003EIntroduction \u00e0 Spark et ses fonctionnalit\u00e9s (RDD, transformations, actions,\ndataframes, datasets).\u003C\/li\u003E\n\u003Cli\u003EArchitecture de Spark et mod\u00e8le d\u2019ex\u00e9cution.\u003C\/li\u003E\n\u003Cli\u003EMise en \u0153uvre d\u2019Apache Spark.\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003EChapitre 4. Composantes d\u2019Apache Spark.\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli\u003ESparkSQL, Spark Streaming, Machine learning and graph analysis.\u003C\/li\u003E\n\u003C\/ul\u003E\n\u003Cp\u003EChapitre 5. NoSQL databases.\u003C\/p\u003E\n\u003Cul\u003E\n\u003Cli\u003EIntroduction \u00e0 NoSQL (bases de donn\u00e9es distribu\u00e9es, familles de bases de\ndonn\u00e9es NoSQL).\u003C\/li\u003E\n\u003Cli\u003EBases de donn\u00e9es orient\u00e9es document : MongoDB.\u003C\/li\u003E\n\u003Cli\u003EBases de donn\u00e9es graphe : Neo4j\u003C\/li\u003E\n\u003C\/ul\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EObjectifs d\u0026#039;apprentissage\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003EConcepts et manipulation des bases de donn\u00e9es relationnelles\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n                                \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003EBibliographie\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003E\u003Cp\u003ESingh, Chanchal, and Manish Kumar. Mastering Hadoop 3: Big data processing at scale to unlock unique business insights. Packt\nPublishing Ltd, 2019.\u003C\/p\u003E\n\u003Cp\u003EMehrotra, Shrey, and Akash Grade. Apache Spark Quick Start Guide: Quickly learn the art of writing efficient big data applications with\nApache Spark. Packt Publishing Ltd, 2019.\u003C\/p\u003E\n\u003Cp\u003EKarau, Holden, et al. Learning spark: lightning-fast big data analysis. \u0022 O\u0027Reilly Media, Inc.\u0022, 2015.\u003C\/p\u003E\n\u003Cp\u003EGiamas, Alex.Mastering MongoDB 4. x: Expert techniques to run high-volume and fault-tolerant database solutions using MongoDB 4. x. Packt Publishing Ltd, 2019.\u003C\/p\u003E\n\u003Cp\u003EScifo, Estelle, Hands-on Graph Analytics with Neo4j. Packt Publishing Ltd, 2020\u003C\/p\u003E\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n        \u003Cdiv class=\u0022field-spacing\u0022\u003E\n      \u003Cdiv class=\u0022field__label h3 dash\u0022\u003ENature de l\u0026#039;\u00e9valuation\u003C\/div\u003E\n                        \u003Cdiv class=\u0022mt-5 text-justify\u0022\u003E\n                                      \u003Cspan\u003EEvaluation Continue non Int\u00e9grale\u003C\/span\u003E\n                      \u003C\/div\u003E\n                  \u003C\/div\u003E\n      \u003C\/div\u003E\n  \u003C\/div\u003E\n\u003C\/div\u003E\n","settings":null}]