Discover what Data Science is all about. You will learn basic methods of preprocessing data and will be able to evaluate them using artificial intelligence approaches. You will develop an understanding for the application of machine learning and master practical applications in production successfully.
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
You are an engineer, decision-maker or head of department from the fields of production, manufacturing technology, automation, process technology, maintenance and quality management. The course is also aimed in particular at executives and (middle) management to acquire a basic understanding of terms such as „digital transformation“, „machine learning“ and „(Industrial) Big Data“.
Motivation
In the context of industrial manufacturing, continuous improvement of running processes is increasingly important, e.g. for predictive maintenance of machines or sustainable improvement of 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.
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:
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incl. lunch, course documents & accompanying program, excl. accommodation / arrival & departure
