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Teaching GuideTerm Higher Polytechnic University College |
| Mestrado Universitario en Enxeñaría Industrial (plan 2018) |
 Subjects |
| Introduction to Machine Learning |
| Sources of information |
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| Identifying Data | 2019/20 | |||||||||||||
| Subject | Introduction to Machine Learning | Code | 730497240 | |||||||||||
| Study programme |
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| Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
| Official Master's Degree | 2nd four-month period |
Second | Optional | 4.5 | ||||||||||
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| Basic |
Marsland, Stephen (2014). Machine Learning: An Algorithmic Perspective. Chapman and Hall/CRC Press
Gonzalo Pajares Martínez, Jose Manuel de la Cruz García (2010). Aprendizaje automático : un enfoque práctico. Ra-Ma
Ethem Alpaydin (2014). Introduction to Machine Learning. MIT Press
Christopher M. Bishop (2010). Pattern Recognition and Machine Learning. Springer |
| Complementary |
Andreas C. Müller, Sarah Guido (2016). Introduction to Machine Learning with Python: A Guide for Data Scientists. O'Reilly Media
Sebastian Raschka, Vahid Mirjalili (2019). Python machine learning : aprendizaje automático y aprendizaje profundo con Python, scikit-learn y TensorFlow. Marcombo
Aurelien Geron (2017). Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. O'Reilly Media
Kevin P. Murphy (2010). Machine Learning, a probabilistic perspective. MIT Press |
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