Abstract: The most important technique in Machine Learning is Classification. There are Various diseases that can be diagnosed early and can be treated at early Stage. Example, Thyroid diseases. Random Forest Technique is used to identify the type of thyroid using Anaconda and Python Programming Language to implement the Random Forest Algorithm.

Keywords: Machine learning techniques, Python, Random Forest Algorithm, Disease Prediction.

| DOI: 10.17148/IARJSET.2021.8318