![Intel](/sites/default/files/styles/965_wide/public/2022-01/Intel-Emblem.png?itok=jI_Zs2mU)
Get hands on experience using the Intel® oneAPI Analytics Toolkit (AI Kit) to explore predictive modeling techniques based on decision trees. This workshop takes popular decision-tree algorithms—useful for regression and classification tasks—and addresses the challenge of handling training when data sizes increase.
Starting with a basic decision tree and advancing to techniques that balance the tradeoffs of speed and accuracy, we'll explore the ways that Intel AI Kit improves implementations of predictive modeling.
Intel® DevCloud will be used to show how these algorithms are implemented.
The objectives of the workshop include: