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Machine learning empowers PCs to perform particular errands insightfully. Machine learning frameworks can perform complex tasks by learning from information rather than following pre-programmed rules. One of the center targets of machine learning is to train PCs to utilize information or past experience to tackle a given issue. Today, machine learning is utilized in numerous applications and is a central idea for savvy frameworks. This paper aims to provide a brief overview of machine learning methods for internet of things (IoT). In the final sections, we present some of the applications of machine learning in IoT.