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The Internet of things (IoT) is popularly known as the technology of interconnected devices. IoT aims at improving the quality of life by connecting everything and everyone around the world and imparting varied applications. This pioneering technology does not merely connect the devices over the network but is known to provide diverse features to its users. These features include real-time problem solving, evaluating gathered information, and data stored on the cloud. IoT technology is incorporated into many different types of industries due to its wide range of applications. IoT is generating lots of big data that is further categorized based on time and location dependency, with varying data quality. This data is significant in the decision-making system and plays a very important role in developing smart IoT applications. As we know that IoT is a major source of new data, machine learning will substantially contribute to …