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machine learning
What Can I Expect From the Future of Machine Learning?

What Can I Expect From the Future of Machine Learning? Machine learning has come a long way since the 1952 introduction of the first computer learning program. In 1980, data scientists created Explanation Based Learning, where a computer could create

responsible machine learning
How To Cultivate a Responsible Machine Learning Culture in Your Organization

How To Cultivate a Responsible Machine Learning Culture in Your Organization Even though we’ve come a long way in improving the accuracy and integrity of AI, it’s still far from perfect. If no one is responsible for your AI, how

How to Identify AI Communication Gaps and Avoid Project Failure [ODSC West Insights]

How to Identify AI Communication Gaps and Avoid Project Failure [ODSC West Insights] 12% of AI projects actually reach production and yield business results.  Why is that? The landscape of AI has exploded in complexity and as a result, the

machine learning
Artificial Intelligence vs. Machine Learning vs. Deep Learning: What’s the Difference? 

Artificial Intelligence vs. Machine Learning vs. Deep Learning: What’s the Difference?  What is the difference between artificial intelligence, machine learning, and deep learning? How are they different? How are they similar? There are a slew of terms and jargon within

Marketing AI
A Marketer’s Journey Through the Land of AI – Entry 5, ML + A/B = Awesome

A Marketer’s Journey Through the Land of AI – Entry 5, ML + A/B = Awesome In the last entry we talked about bias in AI, and the ways that humans in the mix can both help and hinder. Ultimately

Joy to the World: Holid.AI Card Generator Volume III

Welcome (back) to Pandata’s annual Holid.AI Greeting Card generator! Just like in 2018 & 2019, we wanted to bring a bit of absurdist humor to your holiday season, but this year we gave our A.I. three big upgrades: It has

How Social Science & the Humanities + Data Science = More Ethical AI

As practitioners and consumers of data science, how do we make ethical decisions when confronted with thorny dilemmas in artificial intelligence (AI)?  How do we even recognize when those dilemmas emerge before they become public relations catastrophes?   Humanities and social

HolidAI Greetings – Making Spirits…Weird

Back by popular demand – our HolidAI Greeting Card Generator has a fresh look, along with updated images and messages for the 2019 holiday season! And to be honest, it’s gotten even weirder. Machine learning and AI can be confusing

AI as the Artist’s Muse

What happens when a classically trained painter and an A.I. muse come together to create a work of art? Chris Peters, a Los Angeles-based artist, filmmaker, and former software engineer, began to find out with his latest project, “Tensor Dream.”

Pandata Case Study: Cleveland Museum of Art – Open Access

The Cleveland Museum of Art is a world-renowned art museum with a substantial collection of over 61,000 artworks. In January of 2019, they launched their Open Access Initiative in which they made over 30,000 public domain works and metadata for