Machine Learning: Proven Applications and New Features

While many organizations get excited about adopting machine learning techniques, success does not come easy. Come to this talk to learn about applications where machine learning generates considerable ROI, including fleet data analysis, energy forecasting, and smart manufacturing.  We will also demonstrate how engineers are integrating machine learning techniques with their controls and signal processing workflows to improve system performance.

Throughout the presentation we will highlight new features in MATLAB^® that accelerate deploying machine learning. This includes applying automation techniques to feature selection, model selection, and hyperparameter optimization (AutoML).  We will also cover new ways for integrating machine learning models with production workflows such as updating deployed models and C/C++ code generation.

Learn how your peers have applied machine learning, and to get inspiration for how machine learning could be applied to your own work.