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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AI Today Podcast: Generative AI Series: How to Avoid Getting Screwed with Generative AI

AI Today Podcast: Generative AI Series: How to Avoid Getting Screwed with Generative AI

It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using gen AI to help with many things from text creation, image creation, and more. But, j...

27 Loka 202327min

AI Today Podcast: AI in Architecture, Engineering, and Construction (AEC): Interview with Sergio Villanueva-Meyer, CPMAI

AI Today Podcast: AI in Architecture, Engineering, and Construction (AEC): Interview with Sergio Villanueva-Meyer, CPMAI

Companies of all sizes in just about every single industry from healthcare to finance to construction are looking to see how Artificial Intelligence (AI), machine learning (ML), and cognitive technolo...

25 Loka 202346min

AI Today Podcast: Trustworthy AI Series: Explainable & Interpretable AI

AI Today Podcast: Trustworthy AI Series: Explainable & Interpretable 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 need to know how to build...

20 Loka 202318min

AI Today Podcast: AI Glossary Series – Black Box, Explainable AI (XAI), Interpretable AI

AI Today Podcast: AI Glossary Series – Black Box, Explainable AI (XAI), Interpretable AI

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Black Box, Explainable AI (XAI), Interpretable AI, explain how these terms relate to AI and why it’s imp...

18 Loka 202314min

AI Today Podcast: Lessons Learned from AI Project Management: Interview with Jonelle Martinez

AI Today Podcast: Lessons Learned from AI Project Management: Interview with Jonelle Martinez

Companies of all sizes in just about every single industry are looking to see how Artificial Intelligence (AI), machine learning (ML), and cognitive technology projects can be used. They want to see h...

14 Loka 202329min

AI Today Podcast: Generative AI Series: The Drawbacks and Challenges of Generative AI

AI Today Podcast: Generative AI Series: The Drawbacks and Challenges of Generative AI

It’s hard to have a conversation about AI these days without the topic of Generative AI coming up. People are using gen AI to help with many things such as generating content and images. However, just...

11 Loka 202318min

AI Today Podcast: AI Glossary Series- Data Engineer, Data Engineering, Data Pipeline, Data Wrangling, Data feed, Data Governance, Data integration

AI Today Podcast: AI Glossary Series- Data Engineer, Data Engineering, Data Pipeline, Data Wrangling, Data feed, Data Governance, Data integration

In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define terms related to data. Because, data is the heart of AI. So it’s important to understand the role data plays in AI...

6 Loka 202316min

AI Today Podcast: Trustworthy AI Series: Governed AI

AI Today Podcast: Trustworthy AI Series: Governed 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 need to know how to buil...

4 Loka 202324min