Diploma

Predictive Modeling &
Machine Learning
Diploma

Prepare yourself with the highest quality that only the PUCV can give you, practice and understand the theory with professors with a lot of experience, cloud technology and the latest techniques of modeling and machine learning
45
1500
15
Teachers
Syllabus
Basic Topics
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Descriptive statistics for prior data exploration
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Inferential statistics
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Time series
Advanced Topics
Predictive models applied during the dictation of classes
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Multiple Linear Regression
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Logistic regression
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Decision Trees
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Neural Networks
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Self supported vectors
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ARIMA models
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VAR models
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GARCH models
Steps for predictive modeling applied to the proposed models
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Understanding predictive models
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Challenges of predictive models
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Adjustment of predictive models
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Preparing data for modeling
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Reducing the dimensional problem of the variables
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Reviewing the interaction of the variables
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Measuring the fit of the model
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Temporary forecast models
Place
Evalueserve Chile
Álvarez 646, Viña del Mar, Región de Valparaíso
DATES
2018
2019