In this problem we used deep learning to classify images of skin lesions to enable detection of whether the skin lesion is malignant or not. Two types of classification have been performed: a) Malignant (melanoma) vs benign (nevus and seborrheic keratosis) b) Melanocytic (melanoma and nevus) vs non-melanocytic (seborrheic keratosis)