Modernization has been the result of the widespread use of digitization in the 21st century, which leads to women equality. Still violence against women remains the major concern, where Artificial Intelligence can help prevent violence against women to some extent, awareness and education will remain the primary solution. It is now mandatory to invest in research and make violence prevention technology-driven and AI-driven. In this paper we are doing surveys of women from different educational and family backgrounds and analyzing the correlation between literacy and domestic violence. The model uses ML and trained here takes the input from the survey and predicts domestic violence against women. We are doing comparative analysis of, The Support Vector Classifier, Logistic regression and Neural Network phenomenon. The Artificial Neural network shows the maximum accuracy of 78%. The violence prediction mode can be helpful for prediction of domestic violence happening against women.