SAS Model Studio: Building ML, Text Analytics and Forecasting Pipelines
- Article History
- RSS Feed
- Mark as New
- Mark as Read
- Bookmark
- Subscribe
- Printer Friendly Page
- Report Inappropriate Content
Presenter: Wendy Czika
Building models is a critical phase of the analytics life cycle for machine learning, text analytics and forecasting. SAS Model Studio is a web-based application in SAS Viya with all the tools you need for this phase. In this environment, you can create pipelines representing the sequential tasks involved with building your model, including feature engineering, dimension reduction, model training and tuning, and model assessment and comparison, with insights for your project summarized for you. You can seamlessly transition to and from phases, including data preparation, wrangling on the front end and deploying your models on the back end. We’ll give a demonstration of Model Studio with a focus on SAS Visual Machine Learning that includes some of our latest capabilities around AutoML, responsible AI and enhancements for model autotuning. We will also showcase features in Model Studio for SAS Visual Text Analytics and SAS Visual Forecasting.