2021, Deep Learning, Predictive Modeling and Testing

How can CIOs protect Personal Identifiable Information (PII) for a new class of data consumers?

CIO Business Intelligence

MARCH 22, 2023

The new class often uses advanced techniques such as deep learning, natural language processing, and computer vision to analyze and extract insights from the data. Additionally, federated learning does not address the inference stage, which still exposes data to the ML model during cloud or edge device deployment.

Machine Learning

Machine Learning Cost-Benefit Modeling Risk

Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

AUGUST 1, 2021

The interest in interpretation of machine learning has been rapidly accelerating in the last decade. This can be attributed to the popularity that machine learning algorithms, and more specifically deep learning, has been gaining in various domains. Methods for explaining Deep Learning. show_in_notebook().

Modeling

Modeling Deep Learning Machine Learning Knowledge Discovery

Data Leaders Brief

How can CIOs protect Personal Identifiable Information (PII) for a new class of data consumers?

Explaining black-box models using attribute importance, PDPs, and LIME

Webinars

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