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Workshop 1 Solution - Stats for AI - Bloque 2
Workshop 1 Solution - Stats for AI - Bloque 2 Alberto Dorantes, Ph.D. Tec de Monterrey
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Choropleth Map
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AI Impact on Students: Academic Performance and Well-being Analysis
Exploratory data analysis of generative AI usage, academic performance, knowledge retention, and burnout risk among university students.
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Multiple Linear Regression
A multiple linear regression analysis where I had to address issues of collinearity, variable selection, non-linearity, outliers, normality, heteroscedasticity and also report the parameter estimates with their standard errors and Interpret all the quantities (F, R^2 etc) in the final model.
Maple Leaf Fractal
A basic code to generate the maple leaf fractal using the Iterated Function System (IFS)