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Date
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Theory
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Readings
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Exercises / Problems
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Practice
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I,T: Sep 3
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Extract
of the MII/MIT syllabus.
Hand out of this web page for slides.
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I,T: Sep 3
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DISCRETE
EVENT SIMULATION MODELING
Components and Processes. Modeling by Simulation
Moodle Session 1
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Th. Geijtenbeek, M. van der Panne, F. van der Stappen,
F. van der Helm Optimizing
Muscle Routing and Control for Diverse Morphologies
J. Banks and R.R. Gibson The
ABCs of Simulation Practice Analytics Magazine
16-21 Spring 2009
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T: Sep 6
I: Sep 7
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Simulation languages
Moodle Session 2
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T: Sep 6
I: Sep 7
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Youtube Session 3a
Youtube Session 3b
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Curso tutorial en español
Arena Tutorial Part 1
Arena Tutorial Part 2
Arena Tutorial Part 3
Arena Tutorial Part 4
Arena Tutorial Part 5
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Arena |
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I,T: Sep 10
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Arena
Youtube Session 4a
Youtube Session 4b
Youtube Session 4c
Youtube Session 4d
Moodle Session 3 (Pseudocode)
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Factory
Bike manufacturer
Cobequid Blood Clinic
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I,T: Sep 10
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Problem
set
Simulation
Questions Class
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I: Sep 13
T: Sep 14
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Practice SIM. Preview |
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I: Sep 13
T: Sep 14
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Practice SIM. Computer
lab |
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T,I: Sep 17
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SIMULATION
OUTPUT ANALYSIS
Finite-Horizon Analysis
Moodle Session 4
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T,I: Sep 17
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Infinite-Horizon Analysis.
Comparison of System Designs
Moodle Session 5a
Moodle Session 5b
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I: Sep 20
T: Sep 21
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Case study development |
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I: Sep 20
T: Sep 21
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Case study development |
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T,I: Sep 24
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Practice OUT. Preview |
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T,I: Sep 24
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QUEUEING
THEORY
Poisson processes
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C. Moler The
world's largest matrix computation Matlab News
& Notes Oct 2002 |
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I: Sep 27
T: Sep 28
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Practice OUT. Computer
lab |
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I: Sep 27
T: Sep 28
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Practice OUT. Computer
lab
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T,I: Oct 1
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Queueing models |
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T,I: Oct 1
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Problem set Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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I: Oct 4
T: Oct 5
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Problem set
Local administration, Two processors, Download platforms, Printer, Fair, Bank consultations, Boat engines, Classroom computers |
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Case
study report.
Hand in of simulation case study. |
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I: Oct 4
T: Oct 5
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MULTIVARIATE
DATA ANALYSIS
Introduction to Multivariate Data Analysis
Analysis of Variance
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Learn
MATLAB Basics
Advanced course on Multivariate Data Analysis
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¿Sabes
lo que pasa cuando das a 'sí, acepto'
en una app? La master class de Chema Alonso
Comprar
en la era de Big Data. El País. 13-sep-2014
Th.H. Davenport and D.J. Patil Data
Scientist: The Sexiest Job of the 21st Century
Harvard Business Review Oct 2012
M. Asay Why
Data Scientists Get Paid So Much ReadWrite July
2014
D. Peña Big
Data and Statistics: Trend or Change? Boletín
de Estadística e Investigación Operativa 30 (3): 313-324,
Nov 2014
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T: Oct 8
I: Oct 11
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Analysis of Variance |
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T: Oct 8
I: Oct 11
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Principal Component Analysis |
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T,I: Oct X
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MID-TERM
EXAM 2017
MID-TERM
EXAM 2016
MID-TERM
EXAM 2015
MID-TERM
EXAM 2014
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T,I: Oct 22
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Principal Component Analysis |
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T,I: Oct 22
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Problem
set |
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I: Oct 25
T: Oct 26
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Presentation
of simulation case study.
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T,I: Oct 29
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CLUSTERING
AND CLASSIFICATION
Introduction
Hierarchical clustering
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Advanced
Course on Clustering
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ClustEval.
Integrative Clustering Evaluation Framework |
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I: Oct 30
T: Nov 2
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k-means.
Classification trees. |
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E.F. Sánchez Úbeda, A. Muñoz, J. Villar Minería
y visualización de datos del mercado eléctrico español
Inteligencia Artificial, Revista Iberoamericana de Inteligencia
Artificial. No. 29 (2006), pp. 79-88.
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I: Oct 30
T: Nov 2
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Problem
set |
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T,I: Nov 5
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Practice MUL and CLUS.
Preview |
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T,I: Nov 5
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REGRESSION
Linear Regression
Additive models
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T: Nov 7
I: Nov 8
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Neural Networks
Multilayer perceptron |
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S. DeLand and A Filion Data-Driven
Insights with MATLAB Analytics: An Energy Load Forecasting
Case Study MathWorks News & Notes Oct 2015
Introducción a Deep Learning
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Problem
set
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T,I: Nov 12
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Practice MUL and CLUS.
Computer lab |
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I: Nov 15
T: Nov 16
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Practice REG. Preview |
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I: Nov 15
T: Nov 16
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TIME
SERIES FORECASTING |
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T,I: Nov 19
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Case study development |
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I: Nov 22
T: Nov 23
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Practice REG. Computer
lab |
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T,I: Nov 26
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Decomposition Methods
Exponential Smoothing |
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I: Nov 28
T: Nov 29
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ARIMA. Example |
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T,I: Dec 3
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Presentation
of simulation case study.
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T,I: Dec X
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FINAL EXAM 2016
FINAL
EXAM 2015
FINAL
EXAM 2014
|
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Jun --, 19
|
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EXAM |
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