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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 content
ILO3: predictive analytics
book
ILO description
ILO1: describe modern information technologies, such as OLAP, data warehouses, data mining methods , artificial intelligence methods
ILO Bloom verb level
2
ILO content
ILO1: Modern information technologies
ILO content keywords
ILO1: OLAP, data warehouse, data mining, artificial intelligence, manage-ment desktop
ILO context
ILO1: decision support processes
ILO description
ILO2: Implement an example management desktop
ILO Bloom verb level
3
ILO content
ILO2: management desktop
ILO content keywords
ILO2: manage¬ment desktop, data visualization, Excel, pivot tables
ILO context
ILO2: Data visualization
ILO description
ILO3: compare various methods and techniques used in predictive analytics, indicating their areas of application, advantages and limitations
ILO Bloom verb level
4
course
data analysis
ILO content keywords
ILO3: machine learning, linear regression, logistic regression, k-nearest neighbours, classification tree, regression tree random forest
ILO context
ILO3: predictive analytics in decision support processes
ILO description
ILO4: evaluate predictive models using selected metrics and plots
ILO Bloom verb level
5
ILO content
ILO4: evaluation of prediction results
ILO content keywords
ILO4: evaluation of regression models, evaluation of classification models
ILO context
ILO4: evaluation of predictive models in decision support processes

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 keywords
ILO3: continuous-time systems
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 context
ILO3: continuous-time systems
ILO content keywords
ILO1: modelling, simulation, continuous-time system
course
simulation modelling
book
ILO description
ILO1: explain the concepts related to modelling continuous-time systems using the system dynamics method
ILO Bloom verb level
2
ILO content
ILO1: modelling the continuous-time systems concepts

Lean Manufacturing

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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