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Course SummaryModelling 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 systems and processes in a wide range of applications. These applications cover a range from image processing via machine learning to face recognition. 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?
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 ScheduleChapter 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: Machine Learning in a Nutshell Chapter 7: Optical Character Recognition Cahpter 8: Face Recognition Categories:
Mathematics
Starts :
2015-11-10 |
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AlternativesIf you know any alternatives, please let us know. PrerequisitesIf you can suggest any prerequisite, please let us know. Certification Exams-- there are no exams to get certification after this course --If your company does certification for those who completed this course then register your company as certification vendor and add your exams to the Exams Directory. StudentsPeople who learned this course or plan to learn. These people added the course to their Education Passport or their Personal Education Path. Weiso ChenIf you learned this course or plan to learn then add it to your Personal Education Path or your Education Passport |
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