In this talk, you will learn about the history and future directions of machine learning for Tabular Data. The talk covers • What is Tabular Data? • The Main Issues with Tabular Data • Deep Learning vs. Gradient Boosted Trees • Research Directions • GPU Acceleration Bojan Tunguz, PhD is a Quadruple Kaggle Grandmaster and a Senior Software Systems Engineer at NVIDIA ✅ Connect with Bojan: https://www.linkedin.com/in/tunguz/ ✅ Connect with Optimized AI Conference on LinkedIn - https://www.linkedin.com/company/oaiconference/ ✅ Connect with Optimized AI Conference on Twitter: https://x.com/southerndsc ✅ Visit Optimized AI Conference Website - https://www.oaiconference.com/