This is an EDA assignment using a provided data set. This assignment focuses on obtaining meaningful insights using data visualizations.

En el presente informe, se realiza un análisis multimensional del mercado de viviendas en la ciudad de Cali. A través del estudio de un conjunto de datos donde se definen variables relevantes de las viviendas, se aplican técnicas de reducción de la dimensionalidad y segmentación, con la finalidad de identificar los principales factores en el valor inmobiliario y características de diferentes mercados de la ciudad

Se explican cinco funciones de activación comunes en redes neuronales, con sus fórmulas, derivadas y gráficas.

In the previous section of this report we drew some conclusions from our tests. However, before using any statistical test we should always make sure that some conditions are met. In our case, t-tests, we should check for: * Independence: there must be random sampling/assignment * Normality: the population distribution must be normal or quasi-normal Assuming all the previous conditions are met we can now restate our conclusions. It appears that there is a statistically significant difference between teeth length and dose levels across both delivery methods, in other words, as the dose increases so does teeth length. On the other hand, there doesn’t seem to be a statistically significant difference between delivery methods, with Orange juice apparently more effective at dose levels 0.5 and 1, and VC slightly more effective at dose level

Analyzing differences between breast cancer cell lines, identifying which genes proliferate faster. This activity highlights skills such as sorting arrays, manipulating values, and illustrating visual datasets.

Analysis of Fraser Institute and Maddison Project Database data to explore the relationship between economic freedom and growth in gdp per capita.