ACDL 2022 an Online and Onsite Course
The 5th Advanced Course on Data Science & Machine Learning (ACDL) is a full-immersion five-day Course at the Certosa di Pontignano (Castelnuovo Berardenga – Siena – Tuscany, Italy) on cutting-edge advances in Data Science and Machine Learning with lectures delivered by world-renowned experts. The Course provides a stimulating environment for academics, early career researches, Post-Docs, PhD students and industry leaders. Participants will also have the chance to present their results with talks or posters, and to interact with their colleagues, in a convivial and productive environment.
MSc students, PhD students, PostDocs, junior/senior academics, and industry practitioners will be typical profiles of the ACDL attendants.The Course will involve a total of 36-40 hours of lectures, according to the academic system the final achievement will be equivalent to 8 ECTS points for the PhD Students and the Master Students attending the Course.
Topics
- Artificial Intelligence
- Big Data
- Cognitive Computing
- Computational Cognitive Science
- Constraint-Based Approaches to Machine Learning
- Data Science
- Deep Learning
- Explainable Artificial Intelligence
- Human-level AI
- General Reinforcement Learning Algorithms
- Generative Adversarial Networks
- Machine Learning
- Neuroscience-inspired AI
- Probabilistic Generative Models
- Probabilistic Programming
- Reinforcement Learning
- Robotics
- Theory of Deep Learning
Lecturers
Tutorial Speakers
ACDL 2022 Directors
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