How is TinyML Used for Embedding Smaller Systems?

There are many emerging trends in the tech world, and Machine Learning is one of them. Machine Learning is a subset of Artificial Intelligence where a computer learns from data and analyses its patterns to predict an outcome. Usually, Machine Learning models are trained on big chunks of data to analyze the patterns where these complex models require hours or even days to get processed in the cloud centers. The resultant file of these models also contains a good amount of data. As we all know, data is constantly flowing.