610 € – 976 €

R live class - Statistics for Data Science

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Località

Località

Milano Lima

Via Vitruvio, 1

20124 Milano

Italy

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Descrizione

In this two-day course you will learn how to develop a wide variety of linear and generalized linear models with R. The course follows a step-by-step approach: starting from the simplest linear regression we will add complexity to the model up to the most sophisticated GLM, looking at the statistical theory along with its R implementation. Supported by plenty of examples, the course will give you a wide overview of the R capabilities to model and to make predictions.


Course organization

The first part of the course is focused on Linear Models: starting from t tests and Anova, we cover a wide variety of Regression Models, as Simple and Multiple Linear Regression and Polynomial Regression- We will also tackle special cases, such as models where intercept or slope vary according to a categorical variable.
The second part of the course covers the extension to Generalized Linear Models, such as modeling binary variables with logistic models, counting variables with poisson models and modeling with gamma variables. A last section briefly covers extra modeling expansions: tree models, quasi-poisson variables, negative binomial variables and other modeling extensions.
The course is focused on the implementation of the models along with theoretical sessions.


Outline

- t-test, ANOVA
- Linear, Polynomial and Multiple Regression
- More Complex Linear Models
- Generalized Linear Models
- Logistic Regression
- Poisson Dep. Var. Regression
- Gamma Dep. Var. Regression
- Check of models assumptions
- Brief outlines of GAM, Mixed Models. Neural Networks, Tree-based Modelling


Cost

The cost of a 2 day course is 800 + VAT per person. For academic and private attendees the cost is euro 500 + VAT.



FAQ

Should I take this course?

Anyone who is already using R and wants to get an overview of statistical models with R should take this course. The course is suited for people involved in research and a background in theoretical statistics and probability is required.

What does the cost include?

The cost includes lunch, comprehensive course materials + 1 hour of individual online post course support for each student within 30 days from course date.

Is there a maximum number of attendees?

This course is structured to have a maximum of 6 attendees.

Can I have access to a discount?

We offer an academic discount for those engaged in full time studies or research and for private attendees: for them the cost is euro 500 + VAT. We also offer special discounts to members of the MilanoR community.

What should I bring?

A laptop with the latest version of R and R-Studio.

Who will I learn from?

Enrico Pegoraro works in R training and consulting activities, with a special focus on Six Sigma, industrial statistical analysis and corporate training courses. Enrico graduated in Statistics from the University of Padua.
He has taught statistical models and R for hundreds of hours during specialized and applied courses, in universities, masters and companies.

What language is the course taught?

This course is taught in italian. Course material is in English language.

How can I reach your place?

The course location is 550 mt. (7 minutes on walk) from Milan central station and just 77 mt. (1 minute on walk) from Lima subway station.

How can I contact you if I have further questions?

You can visit the official page or contact us at training@quantide.com

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Data e ora

Località

Milano Lima

Via Vitruvio, 1

20124 Milano

Italy

Visualizza Mappa

Politica di rimborso

Rimborsi fino a 7 giorni prima dell'evento

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