Programming for Data Science W20/21
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Description

Qualifikationsziele

Die Studentinnen und Studenten haben ein tieferes Verständnis für Konzepte in der Programmierung mit einer höheren Programmiersprache (z. B. C/C++, Java oder Python).

Inhalte:

Einführung in verschiedene Arten von Programmiertechniken.

 

Schedule

This course will start with a high intensity block phase in the first two weeks of the Semester (Nov 2 - Nov 13 ) with lecture and programming exercises between 12 pm - 6 pm. The aim is to assure that all students, especially those without profound programming skills, will be able to solve the programming tasks in other courses (e.g. machine learning) of the first semester. Hence, this course will not dive very deep into data science analysis, which will be the focus of the other courses, but it will lay the basis so students can focus on the machine learning parts and do not struggle with basic programming elements. The focus of the block phase will be Python programming.

After the block part, the remaining (5) lectures will be on C++ programming, so that students also gain insights into a non-scripted programming language useful for runtime critical applications.

Block Phase:

 
What we do:
  • In the block phase, we will have a daily routine where we begin with a lecture introducing the new topic, followed by individual (or in groups of two) work on the associated exercises. Whenever necessary, I am available for assistance via Webex Teams.
Tests (preliminary):
  • To pass the course "aktive Teilnahme" you need to pass the short tests that will each cover a short sprint of 3 lectures/exercises.
  • Together with the C++ part after the block phase there will be a total of four Tests.
  • Tests will be scored as
    • FAILED: < 25%
    • BRONZE: >= 25%
    • SILVER: >= 50%
    • GOLD: 100%
  • Passing the course:
    • To pass the course you need at least a BRONZE medal in all tests and at least three SILVER medals (GOLD medals are for ego-boosting only).
    • With a (at most one!) FAILED test you have one extra chance with another test at the end of the course where you need a SILVER medal.
Sprint Topic Test
02.11. - 04.11. KNIME 06.11.
05.11. - 09.11. Python I-III 11.11.
10.11. - 12.11. Python IV-VI 13.11.
12.11. - 17.12. C++ I-IV 17.12.

 

Test gradings:

Points required to get gold, silver or bronze:

Test Gold Silver Bronze
I (6.11.) 25 15 7
|| (11.11.) 22 11 5.5
||| (13.11.) 24 11.5 5.5
IV (17.12.) 23 14 7

 

Course Format

The course will be online-only, based on the Webex-Teams. This will be our communication channel, where you can follow the lecture, discuss questions and get support to solve your programming exercises in personal chats and screen sharing.

So you need:

  • computer (unix/mac preferred)
  • Webex Teams up and running (check Zedat portal)
  • stable internet connection
  • microphone

 

Basic Course Info

Course No Course Type Hours
19330313 Praxisseminar 4

Time Span
Instructors
Sandro Andreotti
Chris Bielow

Study Regulation

0590a_MA120 2019, MSc Data Science, 120 LP

Programming for Data Science W20/21
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Main Events

Day Time Location Details

Accompanying Events

Day Time Location Details
?? ? - ? Code Review C++2
?? ? - ? Code Review C++1
Monday ? - ? Code Review 3
Tuesday ? - ? Code Review 4
Wednesday ? - ? Code Review 1
Thursday ? - ? Code Review 2

Programming for Data Science W20/21
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