Hands-On Artificial Intelligence for IoT

Heart monitor

Another very useful personal application of AI in IoT is in the detection of heart disease. A large number of wearables exist that can be used to monitor and record heart rate. The data can be used to predict any harmful heart condition. Here, we will employ AI/ML tools to predict cardiac arrhythmia, a group of conditions where the heart rate is irregular; it can be either too fast (above 100 beats per minute) or too slow (below 60 beats per minute). The data used is taken from the UCI Machine learning Repository dataset: https://archive.ics.uci.edu/ml/datasets/heart+Disease. The dataset consists of 76 attributes, not all required for prediction of the presence of disease; the dataset has a goal field associated with each data ...