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mds:pds:start [12/12/2018 alle 12:19 (5 anni fa)]
Giuseppe Prencipe [Class calendar] |
mds:pds:start [05/03/2024 alle 16:59 (7 settimane fa)] (versione attuale)
Laura Semini [Exams] |
| <html> | ====== Programming for Data Science A.Y. 2023/24 ====== |
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| ====== Programming for Data Science A.Y. 2018/19 ====== | |
| |
| This is an introductory course to computer programming and related mathematical/logic background for students without a Bachelor in Computer Science or in Computer Engineering. The objective is to smoothly introduce the student to the programming concepts and tools needed for typical data processing and data analysis | This is an introductory course to computer programming and related mathematical/logic background for students without a Bachelor in Computer Science or in Computer Engineering. The objective is to smoothly introduce the student to the programming concepts and tools needed for typical data processing and data analysis |
| tasks. The course consists of lectures and practice in computer labs. | tasks. The course consists of lectures and practice in computer labs. |
| | |
| | The course is **ANNUAL**: so, classes will start in September and finish in May. Hence, the first exam date for students attending the course this year for the first time will be at the end of May: there will be a written/lab exam first, if you succeed, then you are admitted to the second part of the exam, the oral. |
| | |
| | As a facilitation, we allow students who wish to do so, to take a partial test (a midterm) during the winter exam session (which is for A.Y. 22/23 students). If interested, we ask you to send us an email (with subject MidTerm_P4DS) a week before the exam asking us to attend the midterm, for organizational reasons. |
| |
| =====Instructors===== | =====Instructors===== |
| |
| * **Giuseppe Prencipe** | * **Salvatore Trani** |
| | * ISTI-CNR and Università di Pisa |
| | * [[salvatore.trani@isti.cnr.it]] |
| | * **Laura Semini** |
| * Università di Pisa | * Università di Pisa |
| * [[http://pages.di.unipi.it/prencipe/]] | * [[laura.semini@unipi.it]] |
| * [[giuseppe.prencipe@unipi.it]] | * Office Hours: Thursday 9-11 (not on march 7th) |
| * **Giulio Rossetti** | |
| * Università di Pisa | |
| * [[http://www.giuliorossetti.net/about/]] | |
| * [[giulio.rossetti@di.unipi.it]] | |
| | |
| =====Classes===== | |
| |
| ^ Day of Week ^ Hour ^ Room ^ Type ^ | |
| | Monday | 11:00 - 13:00 | Fib C1 | Lectures | | |
| | Tuesday | 9:00 - 11:00 | Fib N1 | Lectures | | |
| | Wednesday | 16:00 - 18:00 | Fib M-Lab | Labs | | |
| | Thursday | 11:00 - 13:00 | Fib M-Lab | Labs | | |
| |
| <html> | Lessons: <del>first semester on Wednesday 16-18 and Friday 14-16, room H;</del> Second semester on Wednesday 14-16 (Fib E) and Thursday 11-13 (Fib C) |
| <span style="color:red"> <b>NEWS:<br> | |
| </b> Class of <b>5th of December (Wednesday): Simulation of the exam</b>.</span><br> | |
| </span></html> | |
| |
| =====Office hours===== | Course slides & other material on **Teams: "667AA 23/24 - PROGRAMMING FOR DATA SCIENCE [WDS-LM]", https://teams.microsoft.com/l/team/19%3ajiJs1z1bW5HinlbZkWvktsol65Y19Ix0dJ7FS9sQnPY1%40thread.tacv2/conversations?groupId=0f25d973-7388-4c24-b3a4-c2c13bf054dd&tenantId=c7456b31-a220-47f5-be52-473828670aa1** |
| |
| * Prof. Prencipe: Wednesdays h 15:00 - 19:00 or by appointment, Department of Computer Science, room 327/DO. | |
| * Prof. Rossetti: Tuesday h 11:00 - 13:00 or by appointment, Department of Computer Science, room 383/DB | |
| |
| |
| |
| | |
| =====Text Books===== | =====Text Books===== |
| |
| * **[T]** Kenneth H. Rosen. //Discrete Mathematics and Its Applications//. Seventh Edition, MCGraw-Hill, 2012. [[http://highered.mheducation.com/sites/0073383090|Supplement material]] (including Errata-Corrige). | * **[LA]** Mike X Cohen // Linear Algebra: Theory, Intuition, Code // 2021 |
| | * **[T]** Kenneth H. Rosen. //Discrete Mathematics and Its Applications//. MCGraw-Hill. [[http://highered.mheducation.com/sites/0073383090|Supplement material]] (including Errata-Corrige). |
| | * **[T]** “Linear Algebra: Theory, Intuition, Code” by Mike X Cohen, chapters: Vectors; Vector multiplication; Matrices; Matrix multiplication; Rank; Determinant; Matrix inverse; Eigendecomposition |
| * **[P]** Pieter Spronck. //The Coder’s Apprentice: Learning Programming with Python 3//, 2017. [[http://www.spronck.net/pythonbook|Book and supplement material]]. | * **[P]** Pieter Spronck. //The Coder’s Apprentice: Learning Programming with Python 3//, 2017. [[http://www.spronck.net/pythonbook|Book and supplement material]]. |
| * **[C]** Brian W. Kernighan, Dennis M. Ritchie. //C Programming Language//. Second Edition, Prentice Hall, 1988. | * **[C]** Brian W. Kernighan, Dennis M. Ritchie. //C Programming Language//. Second Edition, Prentice Hall, 1988. |
| * **[A]** David A. Patterson, John L. Hennessy. //Computer Organization and Design//. Fifth Edition, The Morgan Kaufmann Series in Computer Architecture and Design, 2014. [[http://apa.di.unipi.it/pds/video/MKComputerOrganizationAndDesign-1stChapter.pdf|MKComputerOrganizationAndDesign-1stChapter.pdf]] | |
| * **[O-it]** Paolo Ancilotti, Maurelio Boari, Anna Ciampolini, Giuseppe Lipari. //Sistemi Operativi//. McGraw-Hill, 2008 | |
| * **[O-en]** Abraham Silberschatz, Peter B. Galvin, Greg Gagne. Operating System Concepts, 9th Edition International Student Version, 2013 | |
| =====Software===== | =====Software===== |
| |
| * **Python/C online** including visualization of memory state [[http://pythontutor.com/|PythonTutor]]. | * **Python/C online** including visualization of memory state [[http://pythontutor.com/|PythonTutor]]. |
| * **Jupyter Notebooks** shown during theory classes [[https://github.com/GiulioRossetti/PDS_notebooks|GitHub]] | * **Jupyter Notebooks** shown during theory classes [[https://github.com/GiulioRossetti/PDS_notebooks|GitHub]] |
| =====Preliminary program and calendar===== | |
| |
| * [[https://esami.unipi.it/esami2/programma.php?c=39741&aa=2018|Preliminary program]]. | |
| * [[https://www.di.unipi.it/it/didattica/wds-lm/calendario-aa-2018-2019-wds|Calendar of lessons]]. | |
| |
| |
| |
| =====Exams===== | |
| |
| Exams is made out of two parts: | |
| - Written part, in Lab: solve programming exercises in both Python and C (using computers' labs) | |
| - Oral part: discussion of all topics covered during the course | |
| |
| Registration to exams is mandatory: [[https://esami.unipi.it/esami2/|register here]] | =====Previous years===== |
| |
| <html> | |
| <span style="color:red"> IMPORTANT: </span></html> **To be able to solve the C exercises during the exam, you need to use DevC++ installed in the Windows partition of the computers' lab**. Please, read **carefully** the instructions in the Software section above. | |
| |
| | * Programming for Data Science A.Y. 2022/23: on Teams |
| | * Programming for Data Science A.Y. 2021/22: on Teams |
| | * Programming for Data Science A.Y. 2020/21: on Teams |
| | * [[mds:pds:2019|Programming for Data Science A.Y. 2019/20]] |
| | * [[mds:pds:2018|Programming for Data Science A.Y. 2018/19]] Recordings of lessons are available, and are password protected. Ask the teachers for credentials. |
| | * A.Y. 2020/21 the course will use Classroom/Meet as streaming platform and material repository: [[https://classroom.google.com/c/MTU5MjgxMjM2MzU5?cjc=y3qj2ft]] |
| |
| ^ Day ^ Hour ^ Room ^ Type ^ | =====Exams===== |
| | 29.10.2018 | 14:00 - 16:00 | I-Lab | Reserved exam (working students) | | |
| | 19.12.2018| 14:00 - 16:00 | M-Lab | Second Mid-Term | | |
| | 15.1.2019| 9:00 - 13:00 | H-Lab | Regular Exam | | |
| | 15.2.2019| 9:00 - 13:00 | H-Lab | Regular Exam | | |
| =====Class calendar===== | |
| | |
| Recordings are password protected. Ask the teachers for credentials. | |
| | |
| ^ ^ Day ^ Room ^ Topic ^ Learning material ^ Recordings ^ Instructor ^ | |
| |1.| 17.9 11:00-13:00 | C1 | Introduction. Propositional logic. | [**T**: 1.1-1.3] | [[http://apa.di.unipi.it/pds/video/20170918.flv|20170918.flv]][[http://apa.di.unipi.it/pds/video/20180917_en.mp4|20180917_en.mp4]] | Prencipe | | |
| |2.| 18.9 9:00-11:00 | N1 | Exercises. Rules of inference for propositional logic. | [**T**: 1.6] | [[http://apa.di.unipi.it/pds/video/20170919.flv|20170919.flv]][[http://apa.di.unipi.it/pds/video/20180918_en.mp4|20180918_en.mp4]] | Prencipe | | |
| |3.| 19.9 16:00-18:00 | M-Lab | Architectures and hardware design. | [**A**: 1] | [[http://apa.di.unipi.it/pds/video/20171113.pdf|20171113.pdf]][[http://apa.di.unipi.it/pds/video/20171114.mp4|20171114.mp4]][[http://apa.di.unipi.it/pds/video/20180919_en.mp4|20180919_en.mp4]] | Prencipe | | |
| |4.| 20.9 11:00-13:00 | M-Lab | Algorithms and programming: notions, programming steps, states, expressions and assignment. Introduction to Python. Data types, expressions using numbers, variables. | [**P**: 1-4] | [[http://apa.di.unipi.it/pds/video/20170920.mp4|20170920.mp4]][[http://apa.di.unipi.it/pds/video/20180920_en.mp4|20180920_en.mp4]] | Prencipe | | |
| |5.| 24.9 11:00-13:00 | C1 | First Order Logic: Predicates and Quantifiers, Rules of Inference | [**T**: 1.4-1.6] | [[http://apa.di.unipi.it/pds/video/20180924_en.m4v|20180924_en.m4v]] | Rossetti | | |
| |6.| 25.9 9:00-11:00 | N1 | Sets and Set Operations | [**T**: 2.1-2.2] | [[http://apa.di.unipi.it/pds/video/20180925_en.m4v|20180925_en.m4v]] | Rossetti | | |
| |7.| 26.9 16:00-18:00 | M-Lab | Exercises and programming practice. Simple functions, input, if-else, if-elif-else. | [**P**: 1-4] | [[http://apa.di.unipi.it/pds/esercizi/Esercizi1.pdf|Esercizi1.pdf]][[http://apa.di.unipi.it/pds/video/20180926_I_en.mp4|20180926_I_en.mp4]][[http://apa.di.unipi.it/pds/video/20180926_II_en.mp4|20180926_II_en.mp4]] | Prencipe | | |
| |8.| 27.9 11:00-13:00 | M-Lab | while, for. | [**P**: 4-7] | [[http://apa.di.unipi.it/pds/esercizi/Esercizi2.pdf|Esercizi2.pdf]][[http://apa.di.unipi.it/pds/video/20170926.mp4|20170926.mp4]][[http://apa.di.unipi.it/pds/video/20180927_en.mp4|20180927_en.mp4]] | Prencipe | | |
| |9.| 01.10 11:00-13:00 | C1 | Concepts of Operating Systems I. | | [[http://apa.di.unipi.it/pds/esercizi/Lezione9_IntroduzioneOS.pdf|Lezione9_IntroduzioneOS.pdf]][[http://apa.di.unipi.it/pds/esercizi/Lezione10_FileSystem.pdf|Lezione10_FileSystem.pdf]][[http://apa.di.unipi.it/pds/video/20171207.mp4|20171207.mp4]] | Prencipe | | |
| |9.1| 01.10 11:00-13:00 | C1 | Concepts of Operating Systems I. | | [[http://apa.di.unipi.it/pds/video/Lezione9_IntroduzioneOS_en.pdf|Lezione9_IntroduzioneOS_en.pdf]][[http://apa.di.unipi.it/pds/video/Lezione10_FileSystem_en.pdf|Lezione10_FileSystem_en.pdf]][[http://apa.di.unipi.it/pds/video/20181001_en.mp4|20181001_en.mp4]] | Prencipe | | |
| |--.| 02.10 09:00-11:00 | | Lesson not held. | | | |
| |10| 03.10 16:00-18:00 | M-Lab | Concepts of Operating Systems II. | | [[http://apa.di.unipi.it/pds/video/20181003_I_en.mp4|20181001_I_en.mp4]][[http://apa.di.unipi.it/pds/video/20181003_II_en.mp4|20181001_II_en.mp4]] | Prencipe | | |
| |11.| 4.10 11:00-13:00 | M-Lab | Functions and recursion. | [**P**: 8-9] | [[http://apa.di.unipi.it/pds/video/20171005.mp4|20171005.mp4]][[http://apa.di.unipi.it/pds/esercizi/Esercizi3.pdf|Esercizi3.pdf]][[http://apa.di.unipi.it/pds/esercizi/Esercizi3.pdf|Esercizi3.pdf]][[http://apa.di.unipi.it/pds/video/20181004_I_en.mp4|20181004_I_en.mp4]][[http://apa.di.unipi.it/pds/video/20181004_II_en.mp4|20181004_II_en.mp4]] | Prencipe | | |
| |12.| 8.10 11:00-13:00 | C1 | Exercises on Predicate Logic and Sets | | [[http://apa.di.unipi.it/pds/video/20181008_en.m4v|20181008_en.m4v]] | Rossetti | | |
| |13.| 9. 10 9:00-11:00 | N1 | Functions, Sequences, Set Cardinality, Matrices | [**T**: 2.3-2.6] | [[http://apa.di.unipi.it/pds/video/20181009_en.m4v|20181009_en.m4v]] | Rossetti | | |
| |14.| 10.10 16:00-18:00 | M-Lab | Strings, tuples, lists, dictionaries, sets. | [**P**: 10-14] | [[http://apa.di.unipi.it/pds/video/20171011.mp4|20171011.mp4]][[http://apa.di.unipi.it/pds/video/20181010_en.mp4|20181010_en.mp4]] | Prencipe | | |
| |15.| 11.10 11:00-13:00 | M-Lab | Exercises on strings, tuples, lists, dictionaries and sets. | [**P**: 10-14] | [[http://apa.di.unipi.it/pds/esercizi/Esercizi4.pdf|Esercizi4.pdf]][[http://apa.di.unipi.it/pds/video/20181011_en.mp4|20181011_en.mp4]] | Prencipe | | |
| |16.| 15.10 11:00-13:00 | C1 | Exercises on Functions, Sequences, Set Cardinality. High Order Functions. | | [[http://apa.di.unipi.it/pds/video/20181015_en.m4v|20181015_en.m4v]] | Rossetti | | |
| |17.| 16. 10 9:00-11:00 | N1 | Divisibility. Primes. Integer Representation. | [**T**: 4.1, 4.2, 4.3, 4.5] | [[http://apa.di.unipi.it/pds/video/20181015_en.m4v|20181016_en.m4v]] | Rossetti | | |
| |18.| 17.10 16:00-18:00 | M-Lab | Selection sort and Mergesort, text and binary files, exceptions, bitwise operators. | [**P**: 15-19] | [[http://apa.di.unipi.it/pds/video/20171018.mp4|20171018.mp4]][[http://apa.di.unipi.it/pds/video/20181017_en.mp4|20181017_en.mp4]] | Prencipe | | |
| |19.| 18.10 11:00-13:00 | M-Lab | Debugging. Exercises on sorting, files, exceptions. | [**P**: 15-19] | [[http://apa.di.unipi.it/pds/esercizi/Debug.pdf|Debug.pdf]][[http://apa.di.unipi.it/pds/esercizi/Esercizi5.pdf|Esercizi5.pdf]][[http://apa.di.unipi.it/pds/video/20181018_en.mp4|20181018_en.mp4]] | Prencipe | | |
| |20.| 22.10 11:00-13:00 | C1 | Exercises on Primes, Integer Representation, Divisibility. Induction. | [**T**: 5.1] | [[http://apa.di.unipi.it/pds/video/20181022_en.m4v|20181022_en.m4v]] | Rossetti | | |
| |21.| 23. 10 9:00-11:00 | N1 | Strong Induction, Recursion, Structural Induction. | [**T**: 5.2, 5.3, 5.4] | [[http://apa.di.unipi.it/pds/video/20181023_en.m4v|20181023_en.m4v]] | Rossetti | | |
| |22.| 24.10 16:00-18:00 | M-Lab | Classes, Object and Overloading. | [**P**: 20-21] | [[http://apa.di.unipi.it/pds/video/20171108.mp4|20171108.mp4]][[http://apa.di.unipi.it/pds/video/20181024_en.mp4|20181024_en.mp4]] | Prencipe | | |
| |23.| 25.10 11:00-13:00 | M-Lab | Inheritance, iterators and generators, command line processing. Exercises on classes, objects and overloading. | [**P**: 22-24] | [[http://apa.di.unipi.it/pds/esercizi/Esercizi6.pdf|Esercizi6.pdf]][[http://apa.di.unipi.it/pds/video/20171122.mp4|20171122.mp4]][[http://apa.di.unipi.it/pds/video/20181025_en.mp4|20181025_en.mp4]] | Prencipe | | |
| |24.| 5.11 11:00-13:00 | C1 |Exercises on induction and recursive programming. Basic of counting. The Pigeonhole Principle. Permutations. | [**T**: 6.1-6.2] | [[http://apa.di.unipi.it/pds/video/20181105_en.m4v|20181105_en.m4v]] | Rossetti | | |
| |25.| 6.11 9:00-11:00 | N1 | Combinations. Binomial coefficient. Exercises on recursive programming. | [**T**: 6.3-6.4] | [[http://apa.di.unipi.it/pds/video/20181106_en.m4v|20181106_en.m4v]] | Rossetti | | |
| |26.| 7.11 16:00-18:00 | M-Lab | The Unix Shell. Introduction to C: pre-processor, compiler, linker. Structure of a C-program.| [**P**: 22-24][**C**: 1-5] | [[http://apa.di.unipi.it/pds/video/Lezione8_IntroUnix.pdf|IntroUnix.pdf]][[http://apa.di.unipi.it/pds/video/introUnix_en.pdf|introUnix_en.pdf]][[http://apa.di.unipi.it/pds/esercizi/Esercizi7.pdf|Esercizi7.pdf]][[http://apa.di.unipi.it/pds/esercizi/introUnixSoloEsercizi_en.pdf|8-ShellEx_en.pdf]][[http://apa.di.unipi.it/pds/video/20171123.mp4|20171123.mp4]] | Prencipe | | |
| |27.| 8.11 11:00-13:00 | M-Lab | Introduction to C: pre-processor, compiler, linker. Structure of a C-program, types, if-for, switch. | [**C**: 1-5] | [[http://apa.di.unipi.it/pds/video/lect2-introC-slides_en.pdf|intro-C_en.pdf]][[http://apa.di.unipi.it/pds/esercizi/Esercizi9_introC1_en.pdf|9.1-Cex_en.pdf]][[http://apa.di.unipi.it/pds/esercizi/Esercizi9_C2_en.pdf|9.2-Cex_en.pdf]][[http://apa.di.unipi.it/pds/video/20181108_en.mp4|20181108_en.mp4]] | Prencipe | | |
| |28.| 12.11 11:00-13:00 | C1 | Exercises on counting. Relations. | [**T**: 9.1] | [[http://apa.di.unipi.it/pds/video/20181112_en.m4v|20181112_en.m4v]] | Rossetti | | |
| |29.| 13.11 11:00-13:00 | N1 | Relations, posets. | [**T**: 9.3, 9.4, 9.6] | [[http://apa.di.unipi.it/pds/video/20181113_en.m4v|20181113_en.m4v]] | Rossetti | | |
| |30.| 14.11 16:00-18:00 | M-Lab | Introduction to C: arrays, functions, scope. | [**C**: 1-5] | [[http://apa.di.unipi.it/pds/video/20171129.mp4|20171129.mp4]][[http://apa.di.unipi.it/pds/video/20181114_en.mp4|20181114_en.mp4]] | Prencipe | | |
| |31.| 15.11 11:00-13:00 | M-Lab | Introduction to C: pointers and memory. Exercises on Python and C. | [**C**: 1-5] | [[http://apa.di.unipi.it/pds/video/20171130.mp4|20171130.mp4]][[http://apa.di.unipi.it/pds/video/20181115_en.mp4|20181115_en.mp4]][[http://apa.di.unipi.it/pds/esercizi/Esercizi9_introC_en.zip|Esercizi9_introC_en.zip]] | Prencipe | | |
| |32.| 19.11 11:00-13:00 | C1 | Exercises on relations and posets. Inclusion-exclusion. | [**T**: 8.5,8.6] | [[http://apa.di.unipi.it/pds/video/20181119_en.m4v|20181119_en.m4v]] | Rossetti | | |
| |33.| 21.11 16:00-18:00 | M-Lab | Equivalence relations. Relational operators in Python. | [**T**: 9.5] | [[http://apa.di.unipi.it/pds/video/20181121_en.m4v|20181121_en.m4v]] | Rossetti | | |
| |34.| 22.11 11:00-13:00 | M-Lab | Introduction to C: dangling pointers and memory leaks. | [**C**: 1-5] | [[http://apa.di.unipi.it/pds/video/20181122_en.mp4|20181122_en.mp4]] | Prencipe | | |
| |35.| 26.11 11:00-13:00 | C1 | Grammars. | [**T**: 13.1] | [[http://apa.di.unipi.it/pds/video/20181126_en.m4v|20181126_en.m4v]] | Rossetti | | |
| |36.| 27.11 11:00-13:00 | N1 | Finite-state automata, regular expressions. | [**T**: 13.3, 13.4] | [[http://apa.di.unipi.it/pds/video/20181127_en.m4v|20181127_en.m4v]] | Rossetti | | |
| |37.| 28.11 16:00-18:00 | M-Lab | Introduction to C: struct, lists | [**C**: 6] | [[http://apa.di.unipi.it/pds/video/20171206.mp4|20171206.mp4]][[http://apa.di.unipi.it/pds/video/20181128_en.mp4|20181128_en.mp4]][[http://apa.di.unipi.it/pds/esercizi/Esercizi10_en.zip|Esercizi10_en.zip]] | Prencipe | | |
| |38.| 29.11 16:00-18:00 | M-Lab | Introduction to C: libraries, strings | [**C**: 1-6] | [[http://apa.di.unipi.it/pds/video/20181129_en.mp4|20181129_en.mp4]] | Prencipe | | |
| |39.| 03.12 11:00-13:00 | C1 | Regular expressions in Python. Syntax and semantics of C expressions. | [**P**: 25] | | Rossetti | | |
| |40.| 04.12 11:00-13:00 | N1 | A Python interpreter of C expressions. Type checking. | | | Rossetti | | |
| |41.| 05.12 16:00-18:00 | M-Lab | Fake Test | | [[http://apa.di.unipi.it/pds/esercizi/20181205-FakeTest.pdf|20181205-FakeTest.pdf]][[http://apa.di.unipi.it/pds/esercizi/20181205-FakeTest_Soluzione.pdf|20181205-FakeTestSoluzione.pdf]] | Prencipe | | |
| |42.| 06.12 11:00-13:00 | M-Lab | Exercises | | | Prencipe | | |
| |43.| 10.12 11:00-13:00 | C1 | A Python interpreter of C commands. | | | Rossetti | | |
| |44.| 11.12 11:00-13:00 | N1 | A Python interpreter of C commands. Wrap-up on programming languages. | | | Rossetti | | |
| |45.| 12.12 16:00-18:00 | M-Lab | Exercises | | | Prencipe | | |
| |46.| 12.12 16:00-18:00 | M-Lab | Exercises | | | Prencipe | | |
| =====Previous years===== | |
| | |
| * [[mds:pds:2017|Programming s for Data Science A.Y. 2017/18]] | |
| |
| | * {{ :mds:pds:appello_pds-2024_2feb.pdf |February, 2, 2024}}, with {{ :mds:pds:appello_pds-2024_2feb.docx.pdf |solutions}} |
| | * {{ :mds:pds:appello_pds-2023_01_11_24.pdf |January 11, 2024}}, with {{ :mds:pds:appello_pds-2023_01_11_24_solutions.docx.pdf |solutions}} |
| | * {{ :mds:pds:appello_str_pds-2023_10_31.pdf |October 10, 2023}}, with {{ :mds:pds:appello_str_pds-2023_10_31_withsolutions.pdf |solutions}} |
| | * {{ :mds:pds:appello6_4settembre_pds-2023.pdf |September 4, 2023}} |
| | * {{ :mds:pds:appello5_11luglio_pds-2023.pdf |July 11, 2023}} |
| | * {{ :mds:pds:2023_june.pdf |June 20, 2023}} |
| | * {{ :mds:pds:2023_may.pdf |May 30, 2023}} |
