Course Details
Country:
United Kingdom
Institution:
University of Surrey
Course Title:
Numerical Simulations & Machine Learning
Course Number:
ENG3209
Course Description:
The FHEQ Level 6 treatment of numerical methods builds on the material taught at FHEQ Level 5. It is presented in two linked sections: Numerical Simulations and Machine Learning. The Numerical Simulations section discusses typical methods used in engineering simulations to obtain numerical solutions to real-world problems described by ordinary and partial differential equations. Students apply their programming skills acquired at FHEQ Level 5 to use numerical methods for the solution of engineering problems. The Machine Learning section introduces concepts from artificial intelligence relevant for engineers. It provides an overview and discussion of machine-learning techniques, and students apply these techniques to solve data-driven engineering problems. A laboratory session is used to explore the concepts of uncertainty, verification and validation for computer simulations.
Language:
English
Approved Equivalent:
Pending For Approval
Attachment Files:
