Teaching GuideTerm Escola Politécnica de Enxeñaría de Ferrol |
Guía Provisional |
Máster Universitario en Informática Industrial e Robótica |
Subjects |
Machine Learning: Iintroductory |
Sources of information |
Identifying Data | 2024/25 | |||||||||||||
Subject | Machine Learning: Iintroductory | Code | 730556017 | |||||||||||
Study programme |
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Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
Official Master's Degree | 2nd four-month period |
First | Optional | 3 | ||||||||||
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Basic |
Christopher M. Bishop (2011). Pattern Recognition and Machine Learning. Springer Wes McKinney (2017). Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython. O'Reilly Jake VanderPlas (2016). Python Data Science Handbook: Essential Tools for Working with Data. O'Reilly |
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Complementary |
Andreas C. Müller, Sarah Guido (2016). Introduction to Machine Learning with Python. O'Reilly Aston Zhang, Zachary C. Lipton, Mu Li, Alexander J. Smola (2021). Dive in Deep Learning. Free eBook (Disponible en: http://d2l.ai) |
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