Lecture on privacy-preserving machine learning, covering the main threats to data privacy and mitigation techniques such as differential privacy and machine unlearning.
Privacy-preserving Machine LearningDifferential PrivacyMachine Unlearning
Course on big data management techniques and data mining methods for business decision-making in AI-driven environments.
Big DataData MiningMachine Learning
Lab module on reinforcement learning algorithms and policy optimization, part of the AI Master's course.
Reinforcement LearningAIPolicy Optimization
Co-creator of the MOC course on Reinforcement Learning for the SoBigData Academy, covering fundamental and advanced RL algorithms.
Reinforcement LearningMOCSoBigData
Lab course on deep neural network architectures, with hands-on implementations covering modern deep learning techniques.
Deep LearningNeural NetworksPyTorch
Lab module on reinforcement learning algorithms and policy optimization, part of the AI Master's course.
Reinforcement LearningAIPolicy Optimization
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