The SAS Data Science Blog
Advanced analytics from SAS data scientists
Automated Machine Learning Vs. The Data Scientist
Ever since automated machine learning has entered the scene, people are asking, "Will automated machine learning replace data scientists?"
Video: Modeling employee retention using deep learning with Python (DLPy) and SAS Viya
Let's talk about using DLPy to model employee retention through a survival analysis model. Survival analysis is used to model time-to-event. Examples of time-to-event include the time until an employee leaves a company, the time until a disease goes into remission, or the time until a mechanical part fails. The
Maximize model performance without maximizing effort
Through hyperparameter autotuning, you can maximize a model's performance without maximizing effort. While SAS searches the hyperparameter space in the background, you are free to pursue other work.