evaluating the sentiment of all texts provides organizations with an overview of how positive and negative users are on a given issue. To use sarcasm is to be in a condition of discourse in which the author describes something obviously hostile to the listener or another person with the intent to insult or ridicule them. It is challenging to create a model that can accurately identify sarcasm in the field of natural language processing since sarcasm identification relies heavily on the context of utterances or phrases (NLP). Recent developments in deep learning (DL) models have an impact on...

Breast cancer is the most frequent kind of cancer among females. Survival rates and prognoses for breast cancer vary greatly based on the stage at which it is detected. As a result, treatment is more effective if it is diagnosed early. Invasive ductal carcinoma(IDC) tissue areas in whole slide images (WSI) of breast cancer: an approach for automated diagnosis and visual analysis (BCa). Deep learning methods involve computational models of the learning process and are learn-from-data methods. This method is analogous to how the human brain works, in which the most representative and valuable...