Machine Learning Tips From Booz Allen: Minimizing Pitfalls, Maximizing Performance

"Some of the deep learning neural networks require tremendous amounts of computing power to train the systems," Elliot said. Properly planning for and designing an infrastructure that can support your specific environment's computational processing and storage requirements is critical to attaining AI's benefits. Furthermore, organizations may start too big, have the wrong data, or have a lot of data that's unusable, he said. Getting data assets and capabilities in place will deliver a huge lift to any planned AI project. Take a look at your talent.