Non-Alcoholic Fatty Liver Disease (NAFLD), caused by excessive accumulation of fat in liver, is histologically categorized into either Non-Alcoholic Steatohepatitis (NASH) or Non-Alcoholic Fatty Liver (NAFL) depending on the presence of hepatocellular inflamed damage. With the liver suffering from chronic inflamed damage, patients with NASH may progress to cirrhosis and face a great risk of mortality than NAFL patients or general people. Therefore, in treating a patient with suspected NAFLD, it is of great importance to confirm the diagnosis of fat accumulation using image or histological evidence first with secondary factors of fat accumulation in liver (excessive alcohol consumption, hepatitis C, medication, congenital disease, etc.) duly excluded. Once NAFLD is confirmed, a comprehensive and individualized assessment, including liver decompensation and aminotransferases, is needed. In this article, the results of our overall review of related recent studies are presented to help facilitate accurate dignosis, comprehensive assessment, and proper treatment of NAFLD.