The course provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the course briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These concepts will be explained through examples and case studies.
Este curso forma parte de Programa especializado: Artificial Intelligence: an Overview
ofrecido por
Programa especializado: Artificial Intelligence: an OverviewPolitecnico di MilanoAcerca de este Curso
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Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 5 de 5 en
Nivel principiante
No prerequisites are required: however, having basic statistical notions may help you better understand some considerations.
Aprox. 3 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Qué aprenderás
Classify machine learning problems, supervised learning problems and describe the limitations of machine learning techniques in supervised learning
Classify machine learning problems in unsupervised learning, describe the utility of dimensionality reduction techniques
Formulate a sequential decision-making problem, explain what a value function is and describe how to optimize a policy in reinforcement learning
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 5 de 5 en
Nivel principiante
No prerequisites are required: however, having basic statistical notions may help you better understand some considerations.
Aprox. 3 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Politecnico di Milano
Politecnico di Milano is a scientific-technological University, which trains engineers, architects and industrial designers.
Programa - Qué aprenderás en este curso
1 hora para completar
Week 1 - Supervised Learning
1 hora para completar
4 videos (Total 33 minutos)
1 hora para completar
Week 2 - Unsupervised Learning
1 hora para completar
3 videos (Total 21 minutos)
1 hora para completar
Week 3 - Reinforcement Learning
1 hora para completar
3 videos (Total 21 minutos)
Acerca de Programa especializado: Artificial Intelligence: an Overview
This Specialization is intended for beginners seeking to enter the artificial intelligence world. Through five courses, you will cover artificial intelligence technical groundings (including machine learning and technologies), ethical and legal issues, which will give you a clear picture of what artificial intelligence is and what opportunities artificial intelligence will provide in the next future.
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