The journey from data to decision-making involves the machine learning pipeline and the use of AI technologies.Raw data is often messy and needs to be processed and cleaned to be usable.Tools and steps in modeling, such as ML algorithms and data preprocessing, are essential in extracting valuable insights from data.AI has various applications, including personalized recommendations in streaming platforms, improved healthcare diagnostics, and traffic optimization.