Deep Learning, Interactive, Knowledge Discovery and Optimization

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.

Modeling

Modeling Deep Learning Machine Learning Knowledge Discovery

How Do Super Rookies Start Learning Data Analysis?

FineReport

DECEMBER 19, 2019

Data analysis is a type of knowledge discovery that gains insights from data and drives business decisions. Professional data analysts must have a wealth of business knowledge in order to know from the data what has happened and what is about to happen. For super rookies, the first task is to understand what data analysis is.

Knowledge Discovery

Knowledge Discovery Visualization Experimentation Reporting

Data Leaders Brief

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

How Do Super Rookies Start Learning Data Analysis?

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