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Thyroid hypothyroidism is an ailment during which the endocrine system generates insufficient thyroid hormone. Heart rate, body temperature, and many other components of metabolic activity can become problematic when there is an inadequacy of hormone insulin in a hypothyroid patient. Conventional thyroid stimulating hormone levels-based diagnosis and controlling does not always contribute in symptomatic improvement in hypothyroid symptoms, much to the despair of both patients and physicians. The machine learning technology could help the healthcare industry for the prediction of hypothyroid. With this review, this project aims to predict the presence of hypothyroid by using hypothyroid data source obtained from the KAGGLE machine learning library. The hypothyroid dataset is pre-processed with encoding and missing values and contains 24 components and 3164 patient details. To examine the …