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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AI Today Podcast #021: “Project Katana” – Interview with Santiago Braje, Global Head of Credit Trading at ING

AI Today Podcast #021: “Project Katana” – Interview with Santiago Braje, Global Head of Credit Trading at ING

In this podcast, Cognilytica analysts interview Santiago Braje, Global Head of Credit Trading at ING, who is the primary lead of “Project Katana”, a special AI-driven internal project funded by ING’s ...

26 Jan 201820min

AI Today Podcast #020: Augmented Intelligence

AI Today Podcast #020: Augmented Intelligence

Many see the future of artificial intelligence (AI) as the replacement of human activities with fully autonomous agents, freeing up or replacing existing human labor to provide greater value for the ...

18 Jan 201814min

AI Today Podcast #019: Cognilytica’s AI Positioning Matrix (CAPM)

AI Today Podcast #019: Cognilytica’s AI Positioning Matrix (CAPM)

To solve the needs of customers trying to evaluate the constantly changing landscape of AI solutions, we’re introducing the Cognilytica AI Positioning Matrix (CAPM)™. The goals of the CAPM matrix are ...

10 Jan 201816min

AI Today Podcast #018: Cognilytica AI Predictions for 2018

AI Today Podcast #018: Cognilytica AI Predictions for 2018

2018 is here! And we expect it to be a significant year for AI advancement. In particular, we have eight predictions that we believe will come to fruition in this upcoming year. Listen to this podcast...

5 Jan 201824min

AI Today Podcast #017: Assistant-Enabled Commerce (AEC)

AI Today Podcast #017: Assistant-Enabled Commerce (AEC)

E-commerce has fundamentally changed the nature of retail. The Internet and the world of e-commerce that was created and then mobile has made it such that you can now go from wanting an item to having...

27 Des 201721min

AI Today Podcast #016: Explainable AI (XAI)

AI Today Podcast #016: Explainable AI (XAI)

The more we involve AI in our daily lives, the more we need to be able to trust the decisions that autonomous systems make. Right now, too much of what AI systems do are a “black box”. We have little ...

20 Des 201713min

AI Today Podcast #015: AI Explainability & More – Interview with Mark van Rijmenam

AI Today Podcast #015: AI Explainability & More – Interview with Mark van Rijmenam

The more we involved AI in our daily lives, the more we need to be able to trust the decisions that these systems make. Right now, too much of what AI systems do are a “black box”. We have little vis...

13 Des 201719min

AI Today Podcast #014: AI and IoT – Interview with Rashmi Misra, Microsoft

AI Today Podcast #014: AI and IoT – Interview with Rashmi Misra, Microsoft

What do you get when you combine two hot buzzwords? Something super hot, of course. In this case, we’re talking about the combination of Internet of Things (IoT), which has been an area of significant...

6 Des 201716min

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