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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 tasks. The course consists of lectures and practice in computer labs.

Instructors

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

NEWS:

Office hours

  • 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

  • [T] Kenneth H. Rosen. Discrete Mathematics and Its Applications. Seventh Edition, MCGraw-Hill, 2012. Supplement material (including Errata-Corrige).
  • [P] Pieter Spronck. The Coder’s Apprentice: Learning Programming with Python 3, 2017. Book and supplement material.
  • [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. 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

  • Python programming: Anaconda distribution of Python 3. Computers at lab rooms include it both on Linux and Windows OS.
  • C programming: either gedit (or equivalent text editor) and gcc. If you do not have gcc on your machine, check next item. Gedit and gcc are available on computers at lab room (Linux only).
  • Compile C on lab machines (Windows) Use DevC++.
  • Editor for C files Either use the DevC++ editor, or use Notepad++ .
  • Python/C online including visualization of memory state PythonTutor.

Preliminary program and calendar

Exams

Exams is made out of two parts:

  1. Written part, in Lab: solve programming exercises in both Python and C (using computers' labs)
  2. Oral part: discussion of all topics covered during the course

Registration to exams is mandatory: register here

IMPORTANT: 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.

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] 20170918.flv20180917_en.mp4 Prencipe
2. 18.9 9:00-11:00 N1 Exercises. Rules of inference for propositional logic. [T: 1.6] 20170919.flv20180918_en.mp4 Prencipe
3. 19.9 16:00-18:00 M-Lab Architectures and hardware design. [A: 1] 20171113.pdf20171114.mp420180919_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] 20170920.mp420180920_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] 20180924_en.m4v Rossetti
6. 25.9 9:00-11:00 N1 Sets and Set Operations [T: 2.1-2.2] 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] Esercizi1.pdf20180926_I_en.mp420180926_II_en.mp4 Prencipe
8. 27.9 11:00-13:00 M-Lab while, for. [P: 4-7] Esercizi2.pdf20170926.mp420180927_en.mp4 Prencipe
9. 01.10 11:00-13:00 C1 Concepts of Operating Systems I. Lezione9_IntroduzioneOS.pdfLezione10_FileSystem.pdf20171207.mp4 Prencipe
9.1 01.10 11:00-13:00 C1 Concepts of Operating Systems I. Lezione9_IntroduzioneOS_en.pdfLezione10_FileSystem_en.pdf20181001_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. 20181001_I_en.mp420181001_II_en.mp4 Prencipe
11. 4.10 11:00-13:00 M-Lab Functions and recursion. [P: 8-9] 20171005.mp4Esercizi3.pdfEsercizi3.pdf20181004_I_en.mp420181004_II_en.mp4 Prencipe
12. 8.10 11:00-13:00 C1 Exercises on Predicate Logic and Sets 20181008_en.m4v Rossetti
13. 9. 10 9:00-11:00 N1 Functions, Sequences, Set Cardinality, Matrices [T: 2.3-2.6] 20181009_en.m4v Rossetti
14. 10.10 16:00-18:00 M-Lab Strings, tuples, lists, dictionaries, sets. [P: 10-14] 20171011.mp420181010_en.mp4 Prencipe
15. 11.10 11:00-13:00 M-Lab Exercises on strings, tuples, lists, dictionaries and sets. [P: 10-14] Esercizi4.pdf20181011_en.mp4 Prencipe
16. 15.10 11:00-13:00 C1 Exercises on Functions, Sequences, Set Cardinality. High Order Functions. Rossetti
17. 16. 10 9:00-11:00 N1 Divisibility. Primes. Integer Representation. [T: 4.1, 4.2, 4.3, 4.5] Rossetti
18. 17.10 16:00-18:00 M-Lab Selection sort and Mergesort, text and binary files, exceptions, bitwise operators. [P: 15-19] 20171018.mp420181017_en.mp4 Prencipe
19. 18.10 11:00-13:00 M-Lab Debugging. Exercises on sorting, files, exceptions. [P: 15-19] Debug.pdfEsercizi5.pdf20181018_en.mp4 Prencipe

Previous years

mds/pds/start.txt · Ultima modifica: 18/10/2018 alle 09:56 (2 giorni fa) da Giuseppe Prencipe