The SAS Data Science Blog
Advanced analytics from SAS data scientists![Computer vision solutions with privacy-by-design computer vision privacy banner image](https://blogs.sas.com/content/subconsciousmusings/files/2022/04/april-ghadyali-cv-privacy-banner-702x336.jpg)
SAS' Hamza Ghadyali reveals how to build computer vision solutions with privacy baked into their design.
![World Creativity & Innovation Week 2022: The Return - Part 2 World Creativity and Innovation Week](https://blogs.sas.com/content/subconsciousmusings/files/2021/04/wciw-fireworks-702x336.jpg)
In the second of two Q&As with R&D colleagues, SAS' Udo Sglavo provides a window into how we approach drug-development challenges with machine learning.
![Successful citizen data scientists need to know these three trends](https://blogs.sas.com/content/subconsciousmusings/files/2022/01/onnx-b-702x336.jpg)
Data visualization is a critical way for anyone to turn endless rows of data into easy-to-understand results through dynamic and understandable visuals. Whether your favorite visualization is a pie chart, a geographic map or relies on natural language, showing the insights that empower you to make more informed decisions is a better way to do data-driven business. Analyst firms say that SAS has market-leading data visualization. This helps users across the globe find insights in their data using new and exciting trends in data visualization.
![World Creativity and Innovation Week 2022: The Return - Part 1 World Creativity and Innovation Week](https://blogs.sas.com/content/subconsciousmusings/files/2021/04/wciw-fireworks-702x336.jpg)
A note from Udo Sglavo: At SAS, what we deliver to our customers is a product of creative minds thinking differently, challenging the norm, taking risks, and learning from trial and error (The greatest teacher, failure is). For the return of World Creativity & Innovation Week, we want to share
![Accuracy versus interpretability? With generalized additive models (GAMs), you can have both](https://blogs.sas.com/content/subconsciousmusings/files/2022/03/march-gaines-cover-702x336.jpg)
SAS' Brian Gaines provides a primer on GAMs.
![Collaborative Filtering and Supervised Learning: A Tale of Two Methods](https://blogs.sas.com/content/subconsciousmusings/files/2022/03/music-streaming-services-702x336.png)
SAS' Xuejun Liao weighs the pros and cons of collaborative filtering and supervised learning and explores their use in a unified framework.