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...

Episoder(524)

AI Use Case Series: AI in Automotive [AI Today Podcast]

AI Use Case Series: AI in Automotive [AI Today Podcast]

In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being applied in the AI in Automotive industry. Continue reading AI Use Case Series: AI in Automotive [AI Today Pod...

16 Apr 202513min

AI Use Case Series: AI in Pharma [AI Today Podcast]

AI Use Case Series: AI in Pharma [AI Today Podcast]

Artificial intelligence is transforming everything from disease identification and diagnosis to drug discovery, clinical trial optimization, and even manufacturing efficiency. With access to massive a...

9 Apr 202513min

AI Use Case Series: AI in Insurance [AI Today Podcast]

AI Use Case Series: AI in Insurance [AI Today Podcast]

In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being applied in insurance. We explore how AI is reshaping the insurance industry in many ways. From smarter risk a...

2 Apr 202517min

AI Use Case Series: AI in the Supply Chain [AI Today Podcast]

AI Use Case Series: AI in the Supply Chain [AI Today Podcast]

In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss various ways AI is being used in the supply chain. Continue reading AI Use Case Series: AI in the Supply Chain [AI Today Podc...

26 Mar 202513min

AI Use Case Series: AI in Human Resources [AI Today Podcast]

AI Use Case Series: AI in Human Resources [AI Today Podcast]

AI is significantly transforming the Human Resources (HR) industry by streamlining processes, improving decision-making, and enhancing employee experiences. This episode of AI Today discusses how AI i...

19 Mar 202510min

AI Use Case Series: AI in Marketing [AI Today Podcast]

AI Use Case Series: AI in Marketing [AI Today Podcast]

AI has been game-changing for marketers, transforming how companies analyze data, engage with customers, write copy, create images and optimize campaigns. In this episode of AI Today hosts Kathleen Wa...

12 Mar 202511min

AI Use Case Series: AI in Telecommunications [AI Today Podcast]

AI Use Case Series: AI in Telecommunications [AI Today Podcast]

AI is driving significant advancements in the telecommunications industry, improving network management, customer service, and operational efficiency. In this episode of AI Today hosts Kathleen Walc...

5 Mar 202513min

AI Use Case Series: AI in Real Estate [AI Today Podcast]

AI Use Case Series: AI in Real Estate [AI Today Podcast]

The real estate industry is embracing AI for enhancements across a wide range of applications. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer discuss how AI is being applied in rea...

26 Feb 202511min

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