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ACDL 2020: An Online and Onsite Advanced Course
Big Data, Deep Learning & AI without Borders
The 3rd Advanced Course on Data Science & Machine Learning (ACDL) is a full-immersion five-day residential Course at the Certosa di Pontignano (Castelnuovo Berardenga – 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 oral talks or posters, and to interact with their peers, in a friendly and constructive environment.
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
- General Reinforcement Learning Algorithms
- Generative Adversarial Networks
- Machine Learning
- Probabilistic Generative Models
- Probabilistic Programming
- Reinforcement Learning
- Robotics
- Theory of Deep Learning
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Recent News
- July 28, 2020 — ACDL 2020 Best Presentation Award
- July 12, 2020 — ACDL 2020 Poster
- July 5, 2020 — ACDL 2020 Program – Final Version
- July 3, 2020 — PyTorch Install
- July 2, 2020 — Presentations Guide
- July 2, 2020 — Zoom: for ACDL 2020 participants using remote connection
- June 17, 2020 — Re-open EU https://reopen.europa.eu/en/
- June 17, 2020 — Prof. Pierre Baldi’s Course
- June 15, 2020 — Certosa di Pontignano Accommodation Form
- June 14, 2020 — ACDL 2020 Program – Ver. 4.0
- June 11, 2020 — Social activities: Visit of the Certosa di Pontignano, Tour in the Tuscan Countryside and Wine Tasting
- June 9, 2020 — Register Now! The last remaining 15 seats!
- June 6, 2020 — New Lecturer: Prof. Guido Sanguinetti
- June 1, 2020 — Igor Babuschkin’s Lectures
- May 31, 2020 — Risto Miikkulainen’s Lectures
Lecturers
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Tutorial Speakers
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ACDL 2020 Directors
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