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