Corticosteroids are hormone surrogates formed within the cortex of adrenal glands. They serve animportantpart in the treatment of numerous pathological states. Many of the clinical roles of steroids are associatedwith their potent anti-inflammatory and immune-modulating properties.The study conducted for a period of 6 months and encompasses 151 subjects using corticosteroids for their respective disease states. Standardized scales were used to assess the preponderance of adverse effects.The study aims to evaluate corticosteroid use pattern and proportion of adverse effects occurring using a machine learning algorithm. The results were found effectively after analyzing the patterns of patients.