Study Design

Random Picks

• Local Surrogate Models: Local surrogate models are interpretable models that are trained to approximate the predictions of a black-box model in a specific region of the input space. They are used to provide insights into the behavior of complex models and to expla ... Read More >>
• Exploration And Exploitation: Exploration and exploitation is a concept in data science that refers to the trade-off between trying out new things (exploration) and using what is already known to be effective (exploitation). In the context of machine learning, explorati ... Read More >>
• Abstraction Layers: Abstraction Layers refer to the concept of hiding complexity by creating layers of abstraction that allow users to interact with a system at a higher level of understanding. In the context of Data Science and Artificial Intelligence, abstra ... Read More >>