AI Today Podcast: AI Glossary Series: Overfitting, Underfitting, Bias, Variance, Bias/Variance Tradeoff
AI Today Podcast17 Feb 2023

AI Today Podcast: AI Glossary Series: Overfitting, Underfitting, Bias, Variance, Bias/Variance Tradeoff

When it comes to building ML models, you want to make a model simple enough so that it can handle a wide range of real-world data on the one hand, but not too simple that it overgeneralizes or underfits the available data. In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Overfitting, Underfitting, Bias, Variance, and Bias/Variance Tradeoff, and explain how they relate to AI and why it’s important to know about them. Continue reading AI Today Podc...

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Transparent AI Concepts [AI Today Podcast]

Transparent AI Concepts [AI Today Podcast]

AI system transparency is about how we manage and run our AI systems. Transparency needs to address how you plan to provide visibility or transparency into how AI systems are created or applied. In th...

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Properly Scoping AI Projects [AI Today Podcast]

Properly Scoping AI Projects [AI Today Podcast]

The best practice for any high risk, emerging technology project with ill-defined goals is: Think Big. Start Small. Iterate Often. But, what does that really mean? How do you think big? And how do you...

28 Feb 202429min

Has AI Crossed the Chasm? [AI Today Podcast]

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In the context of technology adoption, “crossing the chasm” refers to the pivotal moment when an emerging technology moves beyond the early adopters and innovators phase to reach the early majority of...

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Pseudo AI: Still a Thing, Still a Problem [AI Today Podcast]

Pseudo AI: Still a Thing, Still a Problem [AI Today Podcast]

What is pseudo AI? While AI is all about machines that have the intelligence like people, Pseudo AI or “AI washing” is when a company or product claims that AI is being used for a specific task or fea...

21 Feb 202424min

AI Education Series: Data Debt [AI Today Podcast]

AI Education Series: Data Debt [AI Today Podcast]

What is Data Debt? Organizations are awash with data. And data has been growing at organizations for decades. Data is accumulating across many different systems, processes, and as organizations evolve...

16 Feb 202413min

Trustworthy AI Series: Responsible AI Concepts [AI Today Podcast]

Trustworthy AI Series: Responsible AI Concepts [AI Today Podcast]

What is a responsible AI? AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not going to be enough. You...

14 Feb 202414min

The Increasingly Anti-Competitive World of AI and Open Source AI [AI Today Podcast]

The Increasingly Anti-Competitive World of AI and Open Source AI [AI Today Podcast]

What can possibly go wrong when you embed someone else’s AI models in your systems? This episode of the AI Today podcast aims to answer this question. And, provide alternative options to Open Source A...

9 Feb 202436min

Trustworthy AI Series: Ethical AI Concepts [AI Today Podcast]

Trustworthy AI Series: Ethical AI Concepts [AI Today Podcast]

What are the 5 ethics in artificial intelligence? AI systems have the potential to provide great value, but also the potential to cause great harm. Knowing how to build or use AI systems is simply not...

7 Feb 202419min

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