Application of Machine Learning to Mechanical Engineering Graduate Certificate

This certificate program provides an overview of Artificial Intelligence and Machine Learning in Mechanical Engineering and covers topics such as optimization, modeling and simulation, mathematical methods and programming languages (MATLAB and Python). Students will be acquainted with both state-of-the-art Machine Learning and Deep Learning methods including but not limited to convolutional neural networks (CNNs), reinforcement learning (RL), Transformer Networks and Autoencoders.

Who Should Consider This Certificate?

This certificate program is designed for mechanical engineering students and graduates seeking the knowledge of machine learning its applications in the field of mechanical engineering. Reflecting global momentum in machine learning and artificial intelligence, the program attracts engineers pursuing careers at the intersection of machine learning and mechanical engineering.

Educational Objectives

• Introduce and integrate the knowledge of artificial intelligence and machine learning and their application in various mechanical engineering disciplines such as heat transfer, robotics, fluids, design and manufacturing.

• Equip students with skills necessary for careers involving the use of machine learning in mechanical engineering applications.

• Gain required programming language skills for developing and applying machine learning in mechanical engineering applications.

Educational Outcomes

• Demonstrate advanced knowledge in machine learning and its application in various mechanical engineering disciplines.

• Acquire the skills to apply these machine learning concepts to solve real world challenges proficiently using programming languages such as MATLAB and Python.