【摘要】 本文从三个方面介绍了机器学习。首先简单介绍5种典型的机器学习算法,以及典型算法之间结合的集成算法。其次,在典型算法基础上介绍了结合其他学科的量子机器学习和李群机器学习,给出了两种学习算法的基本步骤。最后,介绍了机器学习在数据挖掘、模式识别领域以及侧信道攻击中的应用。更多还原

【Abstract】 This paper introduced Machine Learning from three aspects. Firstly, we introduced five typical machine learning algorithms, and ensemble learning algorithms. Secondly, based on the typical algorithms, we introduced quantum machine learning and Lie group machine learning. We also gave the basic steps of the two learning algorithms. Finally, the application of machine learning in data mining, pattern recognition and side channel attack was introduced.更多还原