One of the most typical malignancies of the liver is called hepatocellular carcinoma. This is a very dangerous illness that can even be fatal. Surgical removal of the tumor or a liver transplant may be effective treatments for hepatocellular carcinoma. In this article, we cover the topic of Hepatocellular carcinoma (HCC) liver cancer prediction models. We have suggested a simple method for predicting HCC liver cancer from a freely available dataset. In order to enhance the quality of the dataset, we are applying several pre-processing methods. We are using the Statistical model which is Logistic Regression for the classification, to predict the HCC Liver cancer disease at the early stage.