Build a Machine Learning Valve Design App Using Autodesk Forge and simulationHub

Machine Learning (ML) techniques are now widely being used in almost all industries. This course focuses on how you can use ML in  the design of Mechanical Systems. We will share our insights on developing a methodology for quickly building a ML design app for the most common control valve type (the Symmetric Butterfly Valve), and how you can use numerical or experimental data generated from simulationHub to train your models. This class will step through machine learning fundamentals, data analysis, training and validating a ML model; and how to generate new 3D designs based on ML using Autodesk Forge.