M.Sc. Computational and Data Science

Computational and data science (CDS) is a new, exciting and fast growing scientific discipline. It brings together complementary skills from computer science, mathematics, and statistics with core disciplines of science, engineering, technolgy and society. CDS enables progress in virtually all scientific disciplines by providing windows of discovery when traditional means of research and development reach their limits.

Wissenschaftliches Rechnen I;

Wissenschaftliches Rechnen II;

Konvexe Optimierung;

Numerische Verfahren der nichtlinearen Optimierung;

Elemente der rechen- und datengetriebenen Wissenschaften;

Statistische Verfahren;

Big Data;

Datenbanken & Informationssysteme;

Maschinelles Lernen & Data Mining;

Algorithmische Grundlagen des maschinellen Lernens;

Management of Scientific Data;

Parallel Computing I;

Parallel Computing II;

Algorithm Engineering;

Visualisierung;