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Abby McCulloch
Abby McCulloch

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Feb 2, 2022

How to: Avoid Gender Data Bias at Each Stage of the Data Lifecycle

This series explores phases at which gender data bias may be introduced or exacerbated in the simplified data lifecycle. The series contains four parts: requirements gathering, data collection, data cleansing, and analysis and use. This is part one: requirements gathering. Stage 2, Data Collection Data collection is the first action step in the data…

Data Science

4 min read

Data Science

4 min read


Aug 31, 2021

How to: Avoid Gender Data Bias at Each Stage of the Data Lifecycle

This series explores phases at which gender data bias may be introduced or exacerbated in the simplified data lifecycle. The series contains four parts: requirements gathering, data collection, data cleansing, and analysis and use. This is part one: requirements gathering.

Bias

6 min read

How to: Avoid Gender Data Bias at Each Stage of the Data Lifecycle
How to: Avoid Gender Data Bias at Each Stage of the Data Lifecycle
Bias

6 min read


Aug 23, 2021

The Future of Targeted Healthcare

Healthcare’s appointment-level data has the potential to do a lot of good. A row of an appointment-level dataset usually includes provider detail, name and npi, patient detail, and appointment detail, length of time and exact type, down to the specific procedure code. …

Healthcare

4 min read

The Future of Targeted Healthcare
The Future of Targeted Healthcare
Healthcare

4 min read


Aug 19, 2021

The Trials and Tribulations of Building In-House Machine Learning Capabilities

Third party data models are popular right now and its no surprise why. Using machine learning (ML), organizations can cut down on time-consuming processes and, inherently, the number of employees required to do a related task. However, the foundation organizations need to start building in-house ML models comes with many…

Machine Learning

3 min read

The Trials and Tribulations of Building In-House Machine Learning Capabilities
The Trials and Tribulations of Building In-House Machine Learning Capabilities
Machine Learning

3 min read


Aug 17, 2021

Maturity Curves Shouldn’t Start at the Coordinate Plane’s Origin

In any particular business domain, organizations find value in using maturity curves to both benchmark their behavior against peers and self-assess against an idealized future state. Although these curves are a useful positioning tool, they often place organizations at a neutral starting point — the origin of the coordinate plane…

Data

4 min read

Maturity Curves Shouldn’t Start at the Coordinate Plane’s Origin
Maturity Curves Shouldn’t Start at the Coordinate Plane’s Origin
Data

4 min read

Abby McCulloch

Abby McCulloch

Consultant / Data & Analytics

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