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Tag: Bias

Real-life Examples of Discriminating Artificial Intelligence
Machine Learning

Real-life Examples of Discriminating Artificial Intelligence

Terence Shinby Terence ShinApril 28, 2020May 25, 2020

Artificial Intelligence. Some say that it’s a buzzword that doesn’t really mean much. Others say that it’s the cause of the end of humanity. The …

An Introduction to Ethics in AI
Machine Learning

An Introduction to Ethics in AI

Terence Shinby Terence ShinApril 14, 2020April 23, 2020

Background of Artificial Intelligence Artificial Intelligence (AI) has been a hot topic in the twenty-first century. It’s become so prevalent that there’s a need for …

How to Explain Model Bias to Regulators
Data Science / Datatron Platform / Machine Learning

How to Explain Model Bias to Regulators

Vikas Sawantby Vikas SawantMarch 25, 2020April 16, 2020

What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …

What is Model Drift?
Data Science

What is Model Drift?

Terence Shinby Terence ShinMarch 18, 2020April 16, 2020

“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an interesting quote because it’s unironically …

What Is Statistical Bias and Why Is It So Important in Data Science?
Data Science / Datatron Platform

What Is Statistical Bias and Why Is It So Important in Data Science?

Terence Shinby Terence ShinFebruary 18, 2020April 23, 2020

Statistical Bias is an essential concept to create accurate machine learning models Imagine this. You’re running for president and you want to be the voice …

A Simple Guide to A/B Testing for Data Science
Data Science

A Simple Guide to A/B Testing for Data Science

Terence Shinby Terence ShinFebruary 14, 2020April 23, 2020

A/B Testing is one of the most important statistical methods for data scientists A/B testing is one of the most important concepts in data science …

Recent Posts

  • What is Model Bias in Machine Learning?
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  • Demystifying Model Governance
  • A Good Data Scientist is a Good Engineer First

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About Datatron

Datatron provides a single model governance platform for all of your ML, AI, and Data Science models in production. We are entirely Vendor and Framework agnostic, including, SAS, H2O, Python, R, Scikit-Learn, TensorFlow, and more. Our offerings include Model Deployment, Model Monitoring, Model Transparency, and many more features automated to make AI model management easy.

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