Fiches de cours 2017-2018

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Systems for data science

CS-449

Enseignant(s) :

Koch Christoph

Langue:

English

Summary

The course covers fundamental principles for understanding and building systems for managing and analyzing large amounts of data.

Content

Programming methods, including parallel programming:

Big data systems design and implementation:

Changing data:

Online / Streaming / Real-time analytics:

Keywords

Databases, data-parallel programming, NoSQL systems, query processing.

Learning Prerequisites

Required courses

CS-322: Introduction to database systems

Recommended courses

CS-323: Introduction to operating systems

CS-206 Parallelism and concurrency

Important concepts to start the course

Learning Outcomes

By the end of the course, the student must be able to:

Teaching methods

Ex cathedra; including exercises in class, practice with pen and paper or with a computer, and a project

Expected student activities

During the semester, the students are expected to:

Assessment methods

Homeworks, written examinations, project. Continuous control

Supervision

Office hours Yes
Assistants Yes
Forum Yes
Others Office ours by appointment

Resources

Bibliography

Relevant resources (textbook chapters, articles, and videos) posted on moodle page.

Dans les plans d'études

  • Data Science, 2017-2018, Master semestre 2
    • Semestre
      Printemps
    • Forme de l'examen
      Ecrit
    • Crédits
      6
    • Matière examinée
      Systems for data science
    • Cours
      2 Heure(s) hebdo x 14 semaines
    • Exercices
      2 Heure(s) hebdo x 14 semaines
    • Projet
      2 Heure(s) hebdo x 14 semaines
  • Science et ingénierie computationnelles, 2017-2018, Master semestre 2
    • Semestre
      Printemps
    • Forme de l'examen
      Ecrit
    • Crédits
      6
    • Matière examinée
      Systems for data science
    • Cours
      2 Heure(s) hebdo x 14 semaines
    • Exercices
      2 Heure(s) hebdo x 14 semaines
    • Projet
      2 Heure(s) hebdo x 14 semaines

Semaine de référence

LuMaMeJeVe
8-9
9-10
10-11
11-12
12-13
13-14
14-15
15-16
16-17
17-18
18-19
19-20
20-21
21-22
En construction
Cours
Exercice, TP
Projet, autre

légende

  • Semestre d'automne
  • Session d'hiver
  • Semestre de printemps
  • Session d'été
  • Cours en français
  • Cours en anglais
  • Cours en allemand