Data Science is a broad field dedicated to extracting valuable insights from data, while Machine Learning is a subset of AI focused on developing systems that learn from data to make predictions or decisions. Data Science covers a wide range of activities, from data cleaning and visualization to in-depth analysis, whereas Machine Learning specifically concentrates on creating models that improve over time based on data. Whether through a Data Science course in Noida, Delhi, Faridabad, or other parts of India or various other educational avenues, understanding both fields and how they interact is crucial for anyone eager to enter the world of data-driven decision-making and predictive analytics.