1111_Python機器學習應用實務技術_四技電子系四甲
上课期间:从 即日起 到 无限期
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课程介绍

课程安排

教學目標: This course is intended to provide students with the fundamental concepts and algorithms in Machine Learning. Besides, students could understand and know how to implement solutions to real-world machine learning problems by working through case study predictive modeling problems in python. We will cover a variety of topics, including decision trees, logistic regression, support vector machines, ensemble methods, Bayesian methods, neural networks, clustering, and dimensionality reduction.
 课本&教材
1. Machine Learning: The Art and Science of Algorithms that Make Sense of Data (2012), Peter Flach, Cambridge University Press. 2. Self-made teaching material.
教师 / 黎玉線

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