Data Science Data Science involves the extraction of insights and knowledge from data using various techniques, including statistical analysis, machine learning, and data visualization. It is crucial for developing AI models and applications because it provides the foundational knowledge and understanding needed to build and train AI systems. Big Data Big Data refers to the massive volume of data generated at high velocity from various sources, including social media, sensors, and transactional systems. Handling and analyzing Big Data requires specialized tools and techniques. AI often relies on Big Data to train models and make predictions, as large datasets can improve the accuracy and performance of AI algorithms. In summary, Data Science and Big Data are integral to the AI ecosystem. Data Science provides the methods and processes to analyze data, while Big Data offers the scale and scope of data needed for effective AI and machine learning applications.

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