Gestione d'impresa e tecnologie digitali (Ακαδημαϊκό έτος 2019/2020)

Big Data and Database Management

ν. μαθήματος 1: Introduction Overview of the course The role of information systems Decision making		Barbara Dinter
ν. μαθήματος 2: Database management systems and entity relationship modeling Foundations of database management systems (DBMS) The Entity Relationship model		Barbara Dinter
ν. μαθήματος 3: The relational data model and SQL The relational data model Querying the data with SQL		Barbara Dinter
ν. μαθήματος 4: Data warehousing The hub and spoke architecture The ETL process Data warehouse architecture options		Barbara Dinter
ν. μαθήματος 5: Business intelligence Introduction to Business Intelligence (BI) Reporting and dashboards		Barbara Dinter
ν. μαθήματος 6: Multidimensional data model and OLAP The multidimensional data model and its operations Dimensions and hierarchies		Barbara Dinter
ν. μαθήματος 7: Implementation of the multidimensional data model OLAP architectures Relational representation of the multidimensional data model		Barbara Dinter
ν. μαθήματος 8: Data mining Foundations Data mining methods		Barbara Dinter
ν. μαθήματος 9: Corporate performance management Motivation and definition Implementation of Corporate Performance Management		Barbara Dinter
ν. μαθήματος 10: Balanced scorecard & customer relationship management Balanced Scorecard Customer Relationship Management		Barbara Dinter
ν. μαθήματος 11: BI management & BI trends The strategic management of BI Hot topics and trends in BI		Barbara Dinter
ν. μαθήματος 12: Data quality management Fundamentals of data quality and DQM Implementation of DQM		Barbara Dinter
ν. μαθήματος 13: Introduction to Big Data The V´s of big data New technologies and architectures		Barbara Dinter
ν. μαθήματος 14: Hadoop Hadoop and HDFS MapReduce The Hadoop ecosystem		Barbara Dinter
ν. μαθήματος 15: NoSQL databases NoSQL databases In memory databases / NewSQL databases		Barbara Dinter
ν. μαθήματος 16: Text mining Overview of big data analytics Introduction to text mining		Barbara Dinter
ν. μαθήματος 17: Web analytics & network analytics Web content / structure / usage mining (Social) network analytics		Barbara Dinter
ν. μαθήματος 18: Streaming analytics & visualisation Streaming Analytics (Big data) visualisation		Barbara Dinter
ν. μαθήματος 19: Big data driven innovation Big data driven use cases and business models The role of open innovation and open data		Barbara Dinter
ν. μαθήματος 20: Big data management & conclusions BI and big data - how does that fit? Big data management Conclusions		Barbara Dinter

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Gestione d'impresa e tecnologie digitali (Ακαδημαϊκό έτος 2019/2020)

Big Data and Database Management

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Gestione d'impresa e tecnologie digitali (Ακαδημαϊκό έτος 2019/2020)

Big Data and Database Management

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