Jupyter kernels are the computational engines behind Jupyter Notebooks, executing code in various programming languages and providing a interactive environment for data analysis, machine learning, and scientific computing. By supporting multiple kernels, Jupyter Notebooks enable developers and researchers to work with diverse languages and tools, making it a versatile platform for collaborative and exploratory work in the tech community.