AutoML Seminars
AutoGluon 1.0 - Shattering SOTA with Zeroshot-HPO and Dynamic Stacking
Discover how AutoGluon 1.0 revolutionizes machine learning with Zeroshot-HPO and Dynamic Stacking, achieving superior performance in automated model training and ensemble stability.
YouTube45 minutesSelf-pacedFree video
Association for Computing Machinery (ACM)
The Structure around Real World Problems: Decisions, Knowledge, and Meaning
Explore AI's role in real-world problem-solving, focusing on decisions, knowledge, and meaning. Gain insights from Boeing's AI Chief Technologist on robust systems and autonomous flight.
YouTube54 minutesSelf-pacedFree video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich
Democratizing Deep Learning with DeepHyper
Explore DeepHyper: Automate DNN design for scientific data using scalable neural architecture and hyperparameter search. Learn to generate DNN ensembles for uncertainty estimation in various applications.
YouTube1 hour 1 minuteSelf-pacedFree video
Serrano.Academy
Understanding AdaBoost - Ensemble Learning with Weighted Classifiers
Discover how AdaBoost combines multiple weak learners into a powerful ensemble model, with hands-on Python implementation and practical insights into weighted voting mechanisms.
YouTube18 minutesSelf-pacedFree video