What is the connection between data science and artificial intelligence? Is it machine learning?

Data science and artificial intelligence are related fields that work together to analyze and make sense of large amounts of data ¹. Here's how they connect ² ³ ⁴ ⁵: - Data science focuses on extracting insights, identifying trends, and gaining knowledge from both structured and unstructured data through various methods like statistical analysis, machine learning, and data visualization. - Artificial intelligence involves programming machines to mimic human intelligence, enabling them to perform tasks that typically require human cognitive abilities, such as learning, problem-solving, and decision-making. - Data science contributes to the growth and development of AI by creating algorithms designed to learn patterns and correlations from data, which AI can use to create predictive models that generate insight from data. - Machine learning is a subset of both data science and AI, as it enables computers to learn how to act like humans and perform human-like tasks using data. - AI requires a continuous feed of data, which data science provides by managing, processing, and interpreting big data to effectively inform decision-making. - Data scientists use AI as a tool to understand data and inform business decision-making, and they also contribute to the growth and development of AI and machine learning. read less