This paper aims to recognize the diagnosis of the thyroid disease and then categorize the type of thyroid disease a patient may be suffering from (i.e., hyperthyroidism or hypothyroidism). The project implementation is being done by using python and Kaggle is the platform from which the dataset has been taken.