human
I've been hearing a lot of buzzwords like "big data" and "machine learning" but don't know what they mean. Can you explain?
assistant
Big Data is the term for the large volume, variety, velocity and complexity of data that is being generated by businesses today. It refers to the fact that organizations are collecting more and more information about their customers, products, services, operations and other areas of interest. This data can come in many forms such as text, images, audio, video, social media posts, transaction records, sensor data and more. The key thing to understand is that this type of data has become so large and complex that it cannot be handled using traditional database management systems or conventional software applications. Instead, companies must find new ways to store, process, analyze and visualize this data in order to gain valuable insights from it.