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. See Ribeiro et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

O'Reilly on Data

DECEMBER 19, 2018

We need to do more than automate model building with autoML; we need to automate tasks at every stage of the data pipeline. In a previous post , we talked about applications of machine learning (ML) to software development, which included a tour through sample tools in data science and for managing data infrastructure.

Machine Learning 258

Machine Learning Software Metadata Testing 258

Domino Data Lab

MAY 8, 2019

Paco Nathan’s latest article features several emerging threads adjacent to model interpretability. I’ve been out themespotting and this month’s article features several emerging threads adjacent to the interpretability of machine learning models. Machine learning model interpretability. Adrian Weller (2017-07-29). “

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

CIO Business Intelligence

MAY 16, 2023

higher [in 2022] than in 2017.” The inherent capabilities of AI–to process vast amounts of data and use learned intelligence to make decisions with extraordinary speed–enable opportunities uncovered through digital listening. AI Opportunities Generative AI is the basis for sophisticated AI models such as ChatGPT and Dall-E.

Advertising 79

Advertising Recreation/Entertainment Experimentation Enterprise 79

Data Science and Beyond

APRIL 5, 2021

I’ve been working remotely with Automattic since 2017, so I was pretty covid-ready as far as work was concerned. The world has adapted quickly, though it seems like Automattic’s globally-distributed model is still quite unusual. Remote work. Only time will tell. Sustainability.

Experimentation 61

Experimentation Testing Publishing Measurement 61

IBM Big Data Hub

MAY 26, 2023

Leading life science companies are leveraging cloud for innovation around operational, revenue and business models. In 2017, 94% of hospitals used electronic clinical data from their EHR. AWS Shared Responsibility Model When it comes to security, AWS follows a Shared Responsibility Model between the customer and AWS.

Consulting 74

Consulting Cost-Benefit Optimization Machine Learning 74

Alation

AUGUST 26, 2021

Data intelligence first emerged to support search & discovery, largely in service of analyst productivity. For years, analysts in enterprises had struggled to find the data they needed to build reports. This problem was only exacerbated by explosive growth in data collection and volume. HBR Review May/June 2017.

Metadata 64

Metadata Data Governance Dashboards Software 64