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
Jose Ruette
CO-FOUNDER, Statknows
Proud Ex-Statistician at Evalueserve
Syllabus
Basic Topics
-
Descriptive statistics for prior data exploration
-
Inferential statistics
-
Time series
Advanced Topics
Predictive models applied during the dictation of classes
-
Multiple Linear Regression
-
Logistic regression
-
Decision Trees
-
Neural Networks
-
Self supported vectors
-
ARIMA models
-
VAR models
-
GARCH models
Steps for predictive modeling applied to the proposed models
-
Understanding predictive models
-
Challenges of predictive models
-
Adjustment of predictive models
-
Preparing data for modeling
-
Reducing the dimensional problem of the variables
-
Reviewing the interaction of the variables
-
Measuring the fit of the model
-
Temporary forecast models
Place
Evalueserve Chile
Álvarez 646, Viña del Mar, Región de Valparaíso
DATES
2018
2019
Sponsor
