The SAS Data Science Blog
Advanced analytics from SAS data scientists![Using SAS Viya Machine Learning to classify COVID from non-COVID SAS Viya Machine Learning - Figure 6: Heat map analysis for two correctly classified images](https://blogs.sas.com/content/subconsciousmusings/files/2023/04/april-he-figure-6-556x336.png)
In her first blog post, SAS' Mu He shows you how to train a convolutional neural network that can accurately detect patients with COVID-19 using the transfer learning technique.
![Get started with ModelOps now](https://blogs.sas.com/content/subconsciousmusings/files/2023/04/Lifecycle.png)
You can start learning about ModelOps and SAS Model Manager now. Compare the various educational resources provided by SAS according to your learning preference.
![Using the dlModelZoo action set to import PyTorch models into SAS](https://blogs.sas.com/content/subconsciousmusings/files/2023/04/march-pope-figure-2.png)
SAS' Scott Pope introduces you to an action set in SAS Viya called dlModelZoo that supports importing PyTorch models.
![Improving the state-of-the-art algorithm for vehicle routing problems](https://blogs.sas.com/content/subconsciousmusings/files/2023/03/reese-banner-702x336.jpg)
SAS' Brandon Reese the EURO Meets NeurIPS 2022 Vehicle Routing Competition, which combined efforts of operations research and machine learning experts.
![How natural language processing transformers can provide BERT-based sentiment classification on March Madness](https://blogs.sas.com/content/subconsciousmusings/files/2023/03/kylie-osullivan-BfaBLVCBTI8-unsplash-1-702x336.jpg)
SAS' Ali Dixon and Mary Osborne reveal why a BERT-based classifier is now part of our natural language processing capabilities of SAS Viya.
![Curious about ChatGPT: Exploring the use of AI in education](https://blogs.sas.com/content/subconsciousmusings/files/2022/06/a-data.jpg)
Editor's note: This article follows Curious about ChatGPT: Exploring the origins of generative AI and natural language processing. As ChatGPT has entered the scene, many fears and uncertainties have been expressed by those working in education at all levels. Educators worry about cheating and rightly so. ChatGPT can do everything