Differenze

Queste sono le differenze tra la revisione selezionata e la versione attuale della pagina.

--- phdai:sml [05/01/2025 alle 20:15 (2 mesi fa)] – [Exams] Salvatore Ruggieri
+++ phdai:sml [25/02/2025 alle 21:27 (2 settimane fa)] (versione attuale) – Salvatore Ruggieri
@@ Linea 6: / Linea 6: @@
 The course is an extract of the M.Sc. level course [[mds:sds:start|Statistics for Data Science]].
-=====Instructor=====
+=====Instructors=====
+  * **Andrea Pugnana**
+    * Università di Pisa
+    * [[https://andrepugni.github.io/]]
+    * [[[email protected]]]
   * **Salvatore Ruggieri**
@@ Linea 12: / Linea 17: @@
     * [[http://pages.di.unipi.it/ruggieri/]]
     * [[[email protected]]]
-    * **Office hours:** Tuesdays h 14:00 - 16:00 or by appointment, at the Department of Computer Science, room 321/DO, or via Teams.
-=====Hours and rooms=====
-The course will be offered in one week to be fixed in the period February 2025 - May 2025.
-A Teams channel will be used to post news, notes, Q&A, and other stuff related to the course. The lectures will be live-streamed and recorded.
-**IMPORTANT:** //the actual week of the course will be published here in January 2025. Please send an email to [[[email protected]]]    if you have any preference about the week in the period February 2025 - May 2025//
 =====Pre-requisites=====
@@ Linea 27: / Linea 25: @@
   * **[P]** J. Ward, J. Abdey. **Mathematics and Statistics**. University of London, 2013. __Chapters 1-8 of Part 1__.
-Recording to extra-lessons refreshing such notions will be available prior to the starting of the course.
+You can refresh such notions through this [[http://131.114.72.230/sds/video/sds06_20220225.mp4|recording]] and {{:mds:sds:s4ds06.pdf|slides}}.
@@ Linea 46: / Linea 44: @@
 =====Exams=====
-Ph.D. students may do an exam (on voluntary basis) in the form of a report on an advanced topic/survey to be agreed upon. The topic is typically related/relevant to the objectives of the Ph.D. studies of the student.
+Ph.D. students may do an exam (on voluntary basis) in the form of a report and a presentation on an advanced topic/survey to be agreed upon. The topic is typically related/relevant to the objectives of the Ph.D. studies of the student.
+Ph.D. students will receive an attendance statement if they attend at least 7 out of the 10+1 classes.
 =====Class calendar=====
+Please, subscribe to the [[https://teams.microsoft.com/l/team/19%3AWNufde35gV7296FvkTLCt7tHKShmbJQTqZT8h5lsPMA1%40thread.tacv2/conversations?groupId=914fe1d1-5fb2-4023-be47-e5a9e4eda8a8&tenantId=c7456b31-a220-47f5-be52-473828670aa1|course Teams channel]] to receive updates on the course.
+Lessons will be both live-streamed (see Teams channel) and in presence at the Department of Computer Science, University of Pisa.
+Teaching material might be updated **after the classes** to align with actual content and to correct typos. //Be sure to download the updated versions.//
+^ # ^ Date ^ Room ^ Topic ^ Teaching material ^
+|01| 17/3 11-13|Sem. Est| Introduction. Probability and independence. Bayes' rule. Speaker: A. Pugnana| ... |
+|02| 20/3 14-16| Sem. Est| Discrete and continuous random variables. Speaker: A. Pugnana| ... |
+|03| 24/3 11-13| Sem. Est| Expectation and variance. Computations with random variables. Moments. Speaker: A. Pugnana| ... |
+|04| 27/3 14-16| Sem. Est| Functions of random variables. Distances between distributions. Simulation. Speaker: A. Pugnana| ... |
+|05| 31/3 11-13| Sem. Est| Law of large numbers. The central limit theorem. Graphical summaries. Kernel Density Estimation. Numerical summaries. Speaker: A. Pugnana| ... |
+|06| 10/4 16-18 | Sem. Est | Unbiased estimators. Efficiency and MSE. Maximum likelihood estimation. Speaker: S. Ruggieri. | ... |
+|07| 14/4 11-13 | Sem. Est | Statistical decision theory. Speaker: S. Ruggieri. | ... |
+|08| 28/4 11-13 | Sem. Ovest | Confidence intervals and Hypotheses testing. Fitting distributions. Testing  independence/association. Speaker: S. Ruggieri. | ... |
+|09| 5/5 11-13 | Sem. Est | Bootstrap and resampling methods. Speaker: S. Ruggieri. | ... |
+|10| 8/5 16-18 | Sem. Ovest | Multiple-sample tests of the mean and applications to classifier comparison. Speaker: S. Ruggieri. | ... |
+|Extra| 12/05 14-16 | Fib-C | //Seminar:// Introduction to causal modeling and reasoning. Speakers: I. Beretta and M. Cinquini.  | ... |
-^ # ^ Date ^ Room ^ Topic ^ Mandatory teaching material ^
-|01| ...| ...| ...| ... |