Comment encadrer un projet data et IA afin de travailler de manière efficace, mais également différenciante ?
Machine Learning Systems: Security
February 03, 2021Machine LearningWhat are the vulnerabilities of ML models ? Why do we need to care about their security ? And how can we secure ML Systems ?
Scaling Time Series Forecasting with Facebook Prophet and SAS Viya
December 01, 2020Machine LearningSAS ViyaHow to train time series algorithms at scale on a cloud distributed infrastructure with Facebook Prophet and SAS Visual Forecasting (EXTLANG package) on SAS Viya.
Writing R code in SAS Intelligent Decisioning
August 05, 2020SAS ViyaThis post shows how users can integrate R code in business rules in SAS Intelligent Decisioning by using the Python Code File Node.
Scoring Models in Production
June 18, 2020MLOpsSAS ViyaThis is a description of how we can execute models in Production after publishing them with SAS Viya, whether it is in CAS, MAS or Docker containers.
Autoencoders in SAS Viya
June 09, 2020Machine LearningSAS ViyaThis is a presentation of the various methods to use autoencoders in SAS Viya, using the coding interface (Python API) or the graphical interface.