The course on Advanced Topics in the Physics of Data (48 hours) will begin on Tuesday March 3 at 16.30 CET.
Prof. Byers will present four lectures via Zoom that provide a course overview and background material.
Zoom Link: https://unipd.zoom.us/j/85246961830 (https://unipd.zoom.us/j/85246961830)
Meeting ID: 852 4696 1830
These lectures will be recorded and AI notetaking available, but you are urged to attend in-person if at all possible with questions and discussion encouraged.
Topics covered
Lecture 1: Geometric Foundations of Machine Learning Tuesday, March 3: 16:30–18:30 CET (GMT+1)
Lecture 2: Statistics, Probability and ML Friday, March 6: 14:30–16:30 CET
Lecture 3: Bayesian Inference and Nonparametric Models Tuesday, March 10: 16:30–18:30 CET
Lecture 4: Information Theory and Compression Friday, March 13: 14:30–16:30 CET
Prof. Albert will take over in-person lectures in Padova beginning the week of Tuesday March 17.
Prof. Byers will be in-person for lectures beginning the week of Tuesday April 14.
Prof. Albert will resume in-person lectures the week of Tuesday May 12 until the end of the semester.
Evaluations in the course will be largely project based and formulated in discussion with the students to align with interests and background.
Prof. Byers will present four lectures via Zoom that provide a course overview and background material.
Zoom Link: https://unipd.zoom.us/j/85246961830 (https://unipd.zoom.us/j/85246961830)
Meeting ID: 852 4696 1830
These lectures will be recorded and AI notetaking available, but you are urged to attend in-person if at all possible with questions and discussion encouraged.
Topics covered
Lecture 1: Geometric Foundations of Machine Learning Tuesday, March 3: 16:30–18:30 CET (GMT+1)
Lecture 2: Statistics, Probability and ML Friday, March 6: 14:30–16:30 CET
Lecture 3: Bayesian Inference and Nonparametric Models Tuesday, March 10: 16:30–18:30 CET
Lecture 4: Information Theory and Compression Friday, March 13: 14:30–16:30 CET
Prof. Albert will take over in-person lectures in Padova beginning the week of Tuesday March 17.
Prof. Byers will be in-person for lectures beginning the week of Tuesday April 14.
Prof. Albert will resume in-person lectures the week of Tuesday May 12 until the end of the semester.
Evaluations in the course will be largely project based and formulated in discussion with the students to align with interests and background.
- Docente: Carlo Albert
- Docente: Jefferson Mc Culloch Byers