023 Self- and Semi-Supervised Learning - Learning from Imperfect Data

14/10/2025 4 min

Listen "023 Self- and Semi-Supervised Learning - Learning from Imperfect Data"

Episode Synopsis

How can an AI learn to read a medical scan without a perfect, expert-labeled dataset? In the real world, data is messy. This episode dives into three ingenious techniques (semi-supervised, self-supervised, and weak supervision) that allow AI to learn from a little bit of expert guidance, teach itself from unlabeled data, or make sense of noisy, imprecise information.#HealthAI #MedicalAI #SemiSupervisedLearning #SelfSupervisedLearning #WeakSupervision #MachineLearning #DataScience #DigitalHealth #ai in medicine Music generated by Mubert https://mubert.com/[email protected]