Remove 12 top-data-science-articles-of-2020
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Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

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. 2020) propose the following foundational set of methods to classify various approaches for explaining deep ANNs.

Modeling 139
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Stress Free Goal Setting with Deb Eckerling

Data Science 101

2:12 What is Ryan’s Resolution? 18:12 How often to set goals? 34:15 Is 2021 too late to start a blog? Start a Blog, Start and Podcast, You can do it! She offers coaching, workshops, and online support for people looking to achieve goals in any aspect of life. Connect with Deb. 9:28 How to prioritize? Great Advice.

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Your Effective Roadmap To Implement A Successful Business Intelligence Strategy

datapine

Over the past 5 years, big data and BI became more than just data science buzzwords. Without real-time insight into their data, businesses remain reactive, miss strategic growth opportunities, lose their competitive edge, fail to take advantage of cost savings options, don’t ensure customer satisfaction… the list goes on.

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Misleading Statistics Examples – Discover The Potential For Misuse of Statistics & Data In The Digital Age

datapine

Statistics are infamous for their ability and potential to exist as misleading and bad data. Exclusive Bonus Content: Download Our Free Data Integrity Checklist. Get our free checklist on ensuring data collection and analysis integrity! Table of Contents. 1) What Is A Misleading Statistic? 2) Are Statistics Reliable?