Participants discover what Data Science is all about. They learn basic methods of preprocessing data and can evaluate them using artificial intelligence approaches. They develop a basic understanding of the application of machine learning and can successfully master practical applications in production.
Course Contents
▶ Preprocessing and provision of data for analysis
▶ Data Mining & Knowledge Discovery in Databases
▶ Artificial Intelligence and Deep Learning
▶ machine learning with data from industrial practice
▶ Case study: Optimizing Industrial Applications with Machine Learning
Group of Participants
Engineers in the areas of production, research & development, optimization or planning with a fundamental understanding of data structures and object-oriented programming
Motivation
As part of industrial manufacturing, continuously improving ongoing processes is becoming ever more important, e.g. to predictively maintain machines or sustainably improve production processes.
Methodology
The course takes place on five consecutive days and ends with an exam. Course content is developed and consolidated in interactive lectures, group work, presentations and case studies.
Participants praise
Further information regarding the RWTH certificate course "Data Scientist"
On the first day of the course, the following topics will be taught:
On the second day of the course, the following topics will be taught:
On the third day of the course, the following topics will be taught:
On the fourth day of the course, the following topics will be taught:
On the fifth day of the course, the following topics will be taught:
incl. lunch, course documents & accompanying program, excl. accommodation / arrival & departure
(FLTR Maria Panagiotidou, Sonja Kaufmann,
Jael Schröder, Kim Schönberg)
Your Team
Certificate Courses & Inhouse-Programs
Tel.: +49 241 80 97865
further-education@academy.rwth-aachen.de
