The proposed framework presents a comprehensive model for big data analytics; leveraging powerful machine learning techniques to predict outcomes on diverse datasets. In the era of exponential data growth; harnessing the potential of big data is crucial for gaining valuable insights and making informed decisions. This framework aims to address the challenges of handling massive datasets and extracting meaningful patterns from them. At...