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The Top 20 Data Visualization Books That Should Be On Your Bookshelf

datapine

SEPTEMBER 16, 2022

Now that you’re sold on the power of data analytics in addition to data-driven BI, it’s time to take your journey a step further by exploring how to effectively communicate vital metrics and insights in a concise, inspiring, and accessible format through the power of visualization. datapine is filling your bookshelf thick and fast.

Visualization

Visualization Dashboards Data-driven Statistics

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

Domino Data Lab

AUGUST 1, 2021

In this article we cover explainability for black-box models and show how to use different methods from the Skater framework to provide insights into the inner workings of a simple credit scoring neural network model. The interest in interpretation of machine learning has been rapidly accelerating in the last decade. According to Fox et al.,

Modeling

Modeling Deep Learning Machine Learning Knowledge Discovery

Data Leaders Brief

The Top 20 Data Visualization Books That Should Be On Your Bookshelf

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

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