[Residenzabiomedica] Incontri settimanali 15 - 20 giugno

[didattica a collegiosantacaterina.it]

 Incontri settimanali

15 – 20 giugno

 


UNIVERSITA’ NEI COLLEGI

 

Modeling and applied data analysis for psychologists and cognitive
scientists

 

Kevin BROWN   

20 H Sala Magenes 

 

The course will cover the following topics: Python programming language and
programming best practices; building models on observational data using the
Maximum Likelihood method; Bayesian approach to statistics, including data
fitting and hypothesis testing; dimensionality reduction methods, such as
PCA and t-SNE, for the visualization and exploration of high-dimensional
data; data clustering methods for pattern discovery in observational
datasets; neural network modeling, both "classical" (associative networks,
interactive activation) and "modern" (convolutional models, gated recurrent
networks, and transformer models).