AI Today Podcast: AI Glossary Series: Overfitting, Underfitting, Bias, Variance, Bias/Variance Tradeoff
AI Today Podcast17 Helmi 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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Unlocking the power of Communication with AI [AI Today Podcast]

Unlocking the power of Communication with AI [AI Today Podcast]

Effective communication is vital for enhancing both human-to-machine and human-to-human interactions with AI. Clear communication ensures more accurate and optimal outputs from AI systems. Additionall...

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Soft Skills for AI: The Necessity & Enhancement of Creativity with AI [AI Today Podcast]

Soft Skills for AI: The Necessity & Enhancement of Creativity with AI [AI Today Podcast]

Creativity is a uniquely human trait that allows for the expression of individuality and a range of emotions. In this episode of AI Today hosts Kathleen Walch and Ron Schmelzer continue with our soft ...

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AI Accountability & Colorado’s Trailblazing AI Consumer Law: Interview with Rep Manny Rutinel [AI Today Podcast]

AI Accountability & Colorado’s Trailblazing AI Consumer Law: Interview with Rep Manny Rutinel [AI Today Podcast]

On May 17, 2024, Governor Jared Polis signed SB24-205, a pioneering law to protect Colorado consumers using AI systems. The legislation mandates transparency and accountability, ensuring AI technologi...

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The Rise of Agentic AI [AI Today Podcast]

The Rise of Agentic AI [AI Today Podcast]

Generative AI has significantly influenced content creation, data analysis, and interactive communication, but there is a growing need for intelligent systems to perform tasks with minimal human input...

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Applying CPMAI Methodology to AI Projects: Interview with Laetitia Callegari [AI Today Podcast]

Applying CPMAI Methodology to AI Projects: Interview with Laetitia Callegari [AI Today Podcast]

Companies of all sizes across the globe in just about every single industry are looking to see how AI can provide them a competitive edge. They want AI to provide efficiencies and improve ROI in today...

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Why Critical Thinking is Crucial for AI [AI Today Podcast]

Why Critical Thinking is Crucial for AI [AI Today Podcast]

The widespread adoption and use of generative AI means that folks no longer need to be an expert in “hard” skills such as statistics & probability, calculus, or linear algebra to get value from using ...

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Cognilytica’s AI-Enabled Vision of the Future: Pervasive Knowledge [AI Today Podcast]

Cognilytica’s AI-Enabled Vision of the Future: Pervasive Knowledge [AI Today Podcast]

The Four-Part AI-Enabled Vision of the Future In 2018, when at the time we thought AI hype couldn’t get any more hype-y, we at Cognilytica spent time thinking about what the broad implications of AI w...

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Cognilytica’s AI-Enabled Vision of the Future: Enhancing the Human Experience [AI Today Podcast]

Cognilytica’s AI-Enabled Vision of the Future: Enhancing the Human Experience [AI Today Podcast]

The Four-Part AI-Enabled Vision of the Future In 2018, when at the time we thought AI hype couldn’t get any more hype-y, we at Cognilytica spent time thinking about what the broad implications of AI w...

22 Touko 202440min