Introduo ao Aprendizado de Mquina (Machine Learning)
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O curso separado em 8 semanas. Nas primeiras duas semanas, comeamos do bsico explicando o que aprendizado de mquina e quais so os conceitos fundamentais do curso. Nas ltimas 6 semanas, fazemos um tour por vrios tpicos e cobrimos os algoritmos mais famosos de aprendizado de mquina, entre eles: regresso linear, regresso logstica, lasso, redes neurais, convolues, rvores de deciso, florestas aleatrias, k-mdias, misturas gaussianas e filtro colaborativo. Ao final de cada semana temos um vdeo de programao onde eu mostro como programar os algoritmos discutidos naquela semana. Sempre que possvel eu uso de exemplos da minha experincia como cientista de dados no Airbnb e no Uber.
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