Education: Empiricists vs Rationalists

The importance of educational experience was always the subject of philosophical debate. These discussions between empiricists and rationalists have been on for a while. Rationalists believe that the knowledge gained through sensation can not be trusted, learning can only be accomplished through reasoning. On the other hand, experientists believe that knowledge can be obtained through empirical impressions and concepts that can not be learned without experience (Evans, 1992, p. 35). However, Kant solves this argument and believes that experience and reason are necessary conditions for learning.

Empiricism and rationalism: Experiences are related to British enlightenment philosophers including John Rock, George Berkeley, Hume. Experiences believe that all human knowledge comes from sensory and sensory experiences. According to New Orleans of the University of Loyola, a rationalist who lives mainly on the European continent believes that the sensation is not reliable, and that knowledge is brought about through thought, or ideas and intuitional thought. John Comenius (1592 - 1670) is an excellent intellectual who supports universal education and practical education. He played an important role in introducing picture books written in their own languages, not Latin. He advocates development of lifelong learning and logical thinking, not memorization. He wants to educate women and poor children

John Rock (1632-1704) was the first person in the classic English classics. These philosophers are skeptical of rationalistic metaphysics, in particular abuse of speculation, epistemology based on congenital concepts. Explain all natural knowledge of human knowledge without reference, and his theory is simpler and better than Descartes' theory. - To live in society based on the social contract we signed, the government and artificial law is definitely a strong defender of the treaty itself. They will benefit the citizens and protect the country's safety. Nonetheless, they should not be the only reasons for justice, it should not be a precondition for justice.

In Kant 's epistemology the two conflicting camps were rationalists and empiricists. Rationalists led by Rene Descartes believe in a priori reasoning. Thinking of a series of assumptions, what can you infer? On the other hand, Hume and the empiricist. Camp learns from experience or prioritize reasoning after reasoning. So far, the neural network was empirical. Let's see a lot of data and draw conclusions from there. There are more theories behind other machine learning methods, but they still tend to be based on empiricism. Without data, they are nothing. Professor Pedro Domingos of the University of Washington changed the analogy of machine learning to a scientific method. Hypothesize and collect some data. Optimize assumptions and repeat