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Inicio 4 June 2026 07:24
Fin 4 June 2026
Basics of Machine Learning
University of Vigo
3 Cursos
La Universidad de Vigo es una institución pública de educación superior ubicada en Galicia, España. Ofrece programas de pregrado y posgrado en una variedad de áreas, así como oportunidades de investigación. Es reconocida por su enfoque centrado en el estudiante y su compromiso con la innovación.
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Resumen
Delve into the world of artificial intelligence with the "Basics of Machine Learning" course offered by the University of Vigo in collaboration with edX. This meticulously designed curriculum is aimed at imparting a profound understanding of machine learning's core principles and methodologies.
Participants will explore vital topics including probability density estimation, linear regression, and various classification techniques such as linear discriminants, logistic regression, and support vector machines. The course further delves into ensemble methods like bagging and boosting, and provides an introductory glance at the complexities of deep neural networks.
Students will establish a robust foundation in machine learning through practical exercises that consolidate the knowledge of the discussed techniques and offer rich, hands-on experience.
By the culmination of this course, learners will possess the necessary competence to apply machine learning tools and strategies in their projects, paving their way towards advanced study or career advancement in this fast-paced domain.
Categories covered in this course include Machine Learning, Reinforcement Learning, Supervised Learning, Unsupervised Learning, and Linear Regression, making it a comprehensive launching pad for anyone looking to venture into the field of machine learning.
Impartido por
Prof. Dr. Bastian Leibe
