Putting Machine Learning in Perspective

Published in ISACA Journal Author Blog, 2018

Recommended citation: Andrew Clark. (2018). "Putting Machine Learning in Perspective." ISACA Journal Author Blog, 2018. https://www.isaca.org/Journal/archives/2018/Volume-1/Pages/the-machine-learning-audit-crisp-dm-framework.aspx

Machine learning is bantered around in the media often these days, many times erroneously. The key question that concerns auditors is not how to build machine learning algorithms or how to debate on the relative merits between L1 and L2 regularization, but rather, in what context is the algorithm operating within the business? Additionally, do we have assurance that it meets all regulatory and business constraints and fulfills the needs of the enterprise? Access the article here

Recommended citation: Andrew Clark. (2018). Putting Machine Learning in Perspective ISACA Journal Author Blog, 2018.