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This article discusses an innovative approach for accurately identifying skin cancer using Convolution Neural Network architecture and optimizing hyperparameters. The proposed model utilizes advanced deep-learning methodologies to extract complex features and patterns from skin cancer images, and incorporates optimization techniques to improve accuracy.