Pandata Blog

Approachable, Ethical, Human-Centered AI

Archive page banner
Keith McCormick
Machine Learning Consultant and Educator, Keith McCormick, Supports Pandata as Data Science Executive in Residence

Machine Learning Consultant and Educator, Keith McCormick, Supports Pandata as Data Science Executive in Residence Driven by his passion for transparent Al, data science consulting, and ML education, Keith McCormick, joins the Pandata team as a data science executive in

machine learning
Deep Space, Deep Learning, and Dungeons & Dragons: A Conversation With Nick Napier 

Deep Space, Deep Learning, and Dungeons & Dragons: A Conversation With Nick Napier Before Nick Napier realized he wanted to use machine learning to optimize global travel, prevent mental health crises, and alleviate some of businesses’ biggest problems, he was

AI and Big Data Expo
3 Industries Represented at AI & Big Data Expo [+How To Find Yours]

3 Industries Represented at AI & Big Data Expo [+How To Find Yours] The Pandata team recently gathered among hundreds of innovators in Santa Clara for the 2022 AI & Big Data Expo. As the premier event for data-interested professionals

AI compute
What Is Compute in AI? 3 Key Challenges

What Is Compute in AI? 3 Key Challenges In its simplest form, compute describes the manipulation of information; it’s used to organize and process data. Machines that use compute to perform tasks have three primary components: logic, memory, and interconnect.

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

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