As machine learning continues to evolve, transforming the various industries it touches, it has only begun to inform the world of audit. As a data scientist and former CPA Auditor, I can understand why this is the case. By nature, auditing is a field that... (more…)

data-science-machine-learning-ai-resources - A curated set of resources for data science, machine learning, artificial intelligence (AI), data and text analytics, data visualization, big data, and ...

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable. (more…)

Missing values are representative of the messiness of real world data. There can be a multitude of reasons why they occur — ranging from… (more…)

Machine learning has achieved tremendous success in a variety of domains in recent years. However, a lot of these success stories have been in places where the training and the testing distributions are extremely similar to each other. In everyday situati... (more…)