Resources

A collection of feature articles, case studies, and whitepapers from CAS. News and trends spanning scientific research and information technology.

A collection of feature articles, case studies, and whitepapers from CAS. News and trends spanning scientific research and information technology.

Resources Index

Blog

Case Study: Data quality impact on algorithmic prediction of biological activity

AI and machine learning are showing great promise for enhancing research productivity in many disciplines. However, there are still many well-documented challenges for implementing these technologies in R&D applications and many opportunities to build on the efforts to date for greater success. In fact, one Gartner analyst estimated that as many as 85% of AI-driven projects are not meeting their objectives. As I had posted about previously, I, and many others, believe that one of the primary gaps often impacting these success rates is data quality.