Article, Data mining, Deep Learning and Knowledge Discovery

How Do Super Rookies Start Learning Data Analysis?

FineReport

DECEMBER 19, 2019

For super rookies, the first task is to understand what data analysis is. Data analysis is a type of knowledge discovery that gains insights from data and drives business decisions. One is how to gain insights from the data. Data is cold and can’t speak. 6 Key Skills That Data Analysts Need to Master.

Knowledge Discovery

Knowledge Discovery Visualization Experimentation Reporting

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.

Modeling

Modeling Deep Learning Machine Learning Knowledge Discovery

Data Leaders Brief

How Do Super Rookies Start Learning Data Analysis?

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

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