ACDL 2025
The 8th Advanced Course on Data Science & Machine Learning – ACDL 2025 is a full-immersion five-day Course at the Riva del Sole Resort & SPA (Castiglione della Pescaia – Grosseto – Tuscany, Italy) on cutting-edge advances in Deep Learning, Data Science and Generative AI with lectures delivered by world-renowned experts. The Course provides a stimulating environment for PhD students, Post-Docs, junior academics (only up to assistant professors), early career researches, and industry leaders (and highly motivated, promising and brilliant Master students / BSc students). Participants will also have the chance to present their results with talks or posters, and to interact with their colleagues, in a convivial, professional and productive environment.
PhD students, PostDocs, Industry Practitioners and Junior Academics (only up to assistant professors) will be typical profiles of the ACDL attendants. The Course will involve a total of 36–40 hours of lectures (please consult the preliminary ACDL-2025-Schedule – program), according to the academic system the final achievement will be equivalent to 8 ECTS points for the PhD Students (and strongly motivated Master Students – BSc Students) attending the Course. At the end of the advanced course each attendant will receive the Formal Certificate of Attendance in which it will be written that the advanced course is worth exactly 8 ECTS. credits.
We have enough room to accommodate the first 250 participants. So don’t wait and register!
Registration is based on first-come-first served.
To participate in the ACDL 2025, all attendants must
(1/2) register for the course (by April 23, 2025 late registration: from April 24 to May 9) and
(2/2) book accommodation at the course venue, “Riva del Sole Resort & SPA” (by April 23, 2025 , late accommodation: from April 24 to May 9); all attendants must stay at the “Riva del Sole Resort & SPA”. Booking accommodation at the Riva del Sole must be made exclusively using the accommodation form attached to the registration confirmation email. No other methods must be used (if you use other booking methods the hotel will cancel the reservation). Finally, it is not possible to extend the stay, the special accommodation rates are valid only for the period of the course, no exceptions will be made. To contact the Riva del Sole Resort & SPA (the course venue) use the following email: booking.events@rivadelsole.it
Once accommodation has been booked at “Riva del Sole Resort & SPA“, the participant must send this information (including the Booking Number) to the ACDL organizing committee (acdl@icas.cc).
ACDL is a residential course, so all lecturers and participants must reside in the same Hotel (Riva del Sole Resort & SPA). No exceptions are made.
For privacy reasons, the Hotel can not match people. If you have someone to share the apartment with (or a double room in Hotel), please send to the Hotel ( booking.events@rivadelsole.it ) the name, surname and email address. Otherwise the solution is to book a hotel room in single use.
Please note that only ACDL registered participants can book a room (in hotel or apartment) at the Riva del Sole Resort & SPA with the accommodation form attached in the registration email and with the ACDL Discounted Rates. The Booking Office of the Riva del Sole Resort & SPA will verify the names of the participants and the corresponding registration number to confirm the booking.
Course Language: English.
Topics
- AI Agents & Agentic AI
- Artificial Intelligence
- Artificial General Intelligence
- Augmented Intelligence
- Autonomous Systems
- Big Data
- Cognitive Computing
- Computational Cognitive Science
- Constraint-Based Approaches to Machine Learning
- Deep Learning
- Explainable Artificial Intelligence
- Foundation Models
- Human-level AI
- Multimodal Foundation Models
- Generative Artificial Intelligence
- Geometric Deep Learning
- Large Language/Vision Models
- Natural Language Processing
- Probabilistic Generative Models
- Reasoning & Planning
- Reinforcement Learning
- Robotics
- Self-Driving Vehicles
- Safe Superintelligence/Superhuman AI
- Transformers
- Theory of Deep Learning
Lecturers












ACDL 2025 Directors


Deadlines
- Registration: by
Wednesday April 23, 2025 (AoE)(Hard Deadline). - Oral Presentation Submission Deadline:
Wednesday April 23, 2025 (AoE) - Late Registration: from Thursday April 24, 2025 to Friday May 23 (Hard Deadline).
- Accommodation Reservation at Riva del Sole Hotel & SPA: by
Wednesday April 23, 2025(Accommodation is based on first-come-first-served). - Late Accommodation Reservation at Riva del Sole Hotel & SPA: from Thursday April 24, 2025 to Friday May 23 (Hard Deadline).
- Notification of Decision for Oral/Poster Presentation: by Saturday May 31, 2025
- Course: June 9-13, 2025
Recent News
- May 10, 2025 — Late Registration Deadline: Friday May 23
- January 20, 2025 — ACDL 2025 Program
- January 6, 2025 — Riva del Sole Resort & SPA’s map
- January 5, 2025 — ACDL 2025 – A Residential Course
- January 5, 2025 — Some housekeeping…
- June 19, 2024 — ACDL 2025 Schedule
- June 7, 2024 — ACDL 2025 Poster
- June 7, 2024 — How to book full-board accommodation at the Riva del Sole Resort & SPA
- June 7, 2024 — ACDL 2025 website is Up and Online!
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