The integration of the Internet of Things (IoT) with Machine Learning (ML) has ushered in a new era of technological advancements, promising to revolutionize various industries by enabling smarter and more efficient systems. IoT refers to the network of interconnected devices that collect and exchange data, while ML involves algorithms and statistical models that allow computers to perform specific tasks without explicit instructions. The synergy between IoT and ML leverages the massive amounts of data generated by IoT devices to train ML models, which in turn can make predictive analyses and automate decision-making processes.