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3 total results found

Data Analysis

The course covers modern information technologies such as OLAP, data warehouses, data mining, and artificial intelligence, and teaches students to implement management desktops for effective data visualization and decision support processes.

ILO description
ILO2: Implement an example management desktop
ILO context
ILO4: evaluation of predictive models in decision support processes
ILO content keywords
ILO4: evaluation of regression models, evaluation of classification models
ILO content
ILO4: evaluation of prediction results
ILO Bloom verb level
ILO4: 5
ILO description
ILO4: evaluate predictive models using selected metrics and plots
ILO context
ILO3: predictive analytics in decision support processes
ILO content keywords
ILO3: machine learning, linear regression, logistic regression, k-nearest neighbours, classification tree, regression tree random forest
ILO content
ILO3: predictive analytics
ILO Bloom verb level
ILO3: 4
ILO description
ILO3: compare various methods and techniques used in predictive analytics, indicating their areas of application, advantages and limitations
course
data analysis
ILO content keywords
ILO2: manage¬ment desktop, data visualization, Excel, pivot tables
ILO content
ILO2: management desktop
ILO Bloom verb level
ILO2: 3
ILO context
ILO2: Data visualization
ILO context
ILO1: decision support processes
ILO content keywords
ILO1: OLAP, data warehouse, data mining, artificial intelligence, manage-ment desktop
ILO content
ILO1: Modern information technologies
ILO Bloom verb level
ILO1: 2
ILO description
ILO1: describe modern information technologies, such as OLAP, data warehouses, data mining methods , artificial intelligence methods
book
ILO description
ILO5: analyze network datasets to support social network analysis and knowledge management
ILO content
ILO5: network data analysis
ILO content keywords
ILO5: social network analysis, vertex, arc, edge, graph, data sources, degree, density, centrality, component, betweenness, closeness, eigenvector, subnetwork, cluster, bridge, cut-vertex, br
ILO context
ILO5: application of social network analysis in knowledge management
ILO Bloom verb level
ILO5: 4

Simulation Modelling

The course teaches the principles and methods of modeling continuous-time systems using system dynamics, enabling students to construct and analyze simulation models that reflect key features and behaviors of complex systems.

ILO context
ILO3: continuous-time systems
ILO content
ILO1: modelling the continuous-time systems concepts
ILO content keywords
ILO1: modelling, simulation, continuous-time system
ILO context
ILO1: system dynamics method
ILO context keywords
ILO1: systems thinking, system dynamics method
ILO description
ILO2: construct a simulation model reflecting the key features and behaviour of the system under analysis
ILO Bloom verb level
6
ILO content
ILO2: simulation model reflecting key features and behaviours
ILO content keywords
ILO2: system, model, modelling, simulation system archetypes
ILO context
the system under analysis
ILO context keywords
system, system archetypes
ILO description
ILO3: analyse simulation experiment results for continuous-time systems
ILO Bloom verb level
4
ILO content
ILO3: simulation experiment results
ILO content keywords
ILO3: simulation experiment
ILO Bloom verb level
2
ILO context keywords
ILO3: continuous-time systems
course
simulation modelling
book
ILO description
ILO1: explain the concepts related to modelling continuous-time systems using the system dynamics method

Lean Manufacturing

The book describes various Lean Manufacturing methods and tools that can be used to identify and eliminate waste in enterprises.

ILO description
ILO1: .Describe tools and methods in Lean Manufacturing
ILO description
ILO2: Implement a Lean Manufacturing tool or method
keyword
tools
keyword
methods
keyword
5S
keyword
Kanban
keyword
FIFO
keyword
Supermarket
keyword
SMED
keyword
TPM
keyword
standardization
keyword
visualization
keyword
Andon
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