Prof. Dr.-Ing. Georg Fries, Prof. Dr. Peter Dannenmann, Prof. Dr.-Ing. Patrick Metzler, Prof. Dr. Karin Graeslund, Prof. Dr. Michael Schmidt, Prof. Dr. Andreas Zinnen, Dipl.-Päd. Robert Hörhammer, and Production Team

Modelling and Simulation using MATLAB®

  • 31 Jul. 2015
  • 8 weeks
  • 4-6 hours/week
  • English
  • Engineering
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About this course

Course Summary

Modelling and simulation make a particular part of the world easier to define, visualize and understand. Both require the identification of relevant aspects of a situation in the real world and then the use of different types of models for different objectives and the definition of the most suitable model parameters.

This course provides to you a number of methods suitable for modelling technical and economic systems and processes in a wide range of applications. These applications cover a range from image processing via machine learning to knowledge management and modelling a business case.

After introducing the techniques in general, you train their application to real problems employing the widely used modelling and simulation tool MATLAB®.

What will I learn?

  • You will be acquainted with the concepts of modelling and simulation from an interdisciplinary point of view.
  • You will be able to implement and simulate models using MATLAB®.
  • Depending on the selected applications in the selectable chapters section you will acquire further knowledge of Image Processing, Optical Character Recognition, Machine Learning, Business Case Modelling and Knowledge Management.
  • If you are an enthusiastic student with only rudimentary programming knowledge you can acquire an understanding of basic MATLAB programming.

What do I have to know?

The course will be taught on an academic level for undergraduate students. Therefore, Mathematics and Physics knowledge of at least secondary education level as well as programming knowledge is a prerequisite. MATLAB® is commercial software. As a result of support from MathWorks, students will be granted a downloadable license to MATLAB® for the duration of the course.

Course Schedule

Chapter 1: Introduction to MATLAB Concepts

Chapter 2: Modelling and Simulation

Chapter 3: The Basic Problem Solving Toolbox

Chapter 4: Advanced Problem Solving Methods

Chapter 5: Statistics and Image Processing

Chapter 6 & 7: Applications (select 2 out of 4)

  • Machine Learning in a Nutshell
  • Optical Character Recognition
  • Modelling a Business Case
  • Knowledge Management

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Statement of Participation

Once you have completed 80% of the course material (video lectures and quizzes) you receive a free Statement of Participation. This confirms your active involvement throughout the course. The Statement of Participation will include your name, the instructors name, a description of the course and its duration.

Requirements

All you need to participate is a stable internet connection! You can study anywhere, at anytime, at your own pace.

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Found an exciting course that suits you? Great! Now it’s time to pick a track. Tracks are study paths that offer you different course workloads, certification options and more. Ready to have your accomplishments recognised? Whether you just want to enjoy free education, receive an officially verified certificate or earn ECTS credits, check out what your course tracks offer and decide how far you want to take your online learning experience.

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You have to choose a track in order to enrol in a course. If you want to test out the course before committing to a paid track, you can enrol with the free Audit Track and upgrade to another track later. Until the release of the last chapter, meaning the last week of the course, you have the chance to upgrade from the Audit Track to one of the paid tracks.
Yes, you will have access to exactly the same course content in all tracks. The Certificate, ECTS and Executive Tracks will include a final assignment that is not part of the Audit Track.
Unless clearly specified, most of our courses do not offer subtitles. Therefore, for you to make the most out of this course, it is crucial that you have a very good understanding of the language it is being taught in.
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